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6    <title>Dr. Tang Daniel - Researcher &amp; Product Builder</title>
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27
28    <!-- ================= NAV ================= -->
29    <nav class="ind-nav">
30        <div class="container">
31            <div class="nav-container">
32                <a href="index.html" class="nav-brand"><span class="tick">&gt;</span> DR_TANG_DANIEL</a>
33                <ul class="nav-menu">
34                    <li><a href="#about">About</a></li>
35                    <li><a href="#ventures">Ventures</a></li>
36                    <li><a href="#news">News</a></li>
37                    <li><a href="#publications">Publications</a></li>
38                    <li><a href="#grants">Grants</a></li>
39                    <li><a href="#services">Services</a></li>
40                    <li><a href="#contact">Contact</a></li>
41                </ul>
42            </div>
43        </div>
44    </nav>
45
46    <!-- ================= HERO ================= -->
47    <header class="hero">
48        <div class="container">
49            <div class="hero-inner">
50                <div class="hero-photo-frame">
51                    <span class="corner tl"></span>
52                    <img src="images/tang.jpeg" alt="Dr. Tang Daniel">
53                    <span class="corner br"></span>
54                </div>
55                <div>
56                    <div class="hero-kicker">Researcher / Product Builder</div>
57                    <h1>Dr. Tang <span class="alias">Daniel</span></h1>
58                    <p class="hero-affil">
59                        PhD, <a href="https://wwwen.uni.lu/" target="_blank">University of Luxembourg</a>
60                        · Oct 15, 2021&ndash;Jul 1, 2025 · 3 years 9 months
61                    </p>
62                    <div class="hero-award"><i class="fas fa-award"></i> Excellent PhD Thesis Award</div>
63                    <div class="identity-list">
64                        <div class="identity-row">
65                            <span class="identity-role">First Author</span>
66                            <span class="identity-what">CodeAgent <span class="ctx">— Autonomous Communicative Agents for Code Review · EMNLP'24</span></span>
67                        </div>
68                        <div class="identity-row">
69                            <span class="identity-role">Product Creator</span>
70                            <span class="identity-what">ScienceGuru <span class="ctx">- First commercial recursive self-improvement product</span></span>
71                        </div>
72                        <div class="identity-row">
73                            <span class="identity-role">Committee Member</span>
74                            <span class="identity-what">SOSP 2021 <span class="ctx">- Artifact Evaluation Committee</span></span>
75                        </div>
76                    </div>
77                    <div class="hero-social">
78                        <a href="https://scholar.google.com/citations?user=MxpAtQoAAAAJ&hl=en" target="_blank" title="Google Scholar"><i class="fas fa-graduation-cap"></i></a>
79                        <a href="https://github.com/Daniel4SE" target="_blank" title="GitHub"><i class="fab fa-github"></i></a>
80                        <a href="https://www.linkedin.com/in/xunzhu-tang/" target="_blank" title="LinkedIn"><i class="fab fa-linkedin"></i></a>
81                        <a href="mailto:[email protected]" title="Email"><i class="fas fa-envelope"></i></a>
82                    </div>
83                </div>
84            </div>
85        </div>
86        <div class="stats-strip">
87            <div class="container">
88                <div class="stat-cell"><div class="num">37</div><div class="lbl">Top-Tier Works, Incl. Revisions</div></div>
89                <div class="stat-cell"><div class="num">9</div><div class="lbl">Accepted in 2026</div></div>
90                <div class="stat-cell"><div class="num">2,000+</div><div class="lbl">ScienceGuru Users, Jul 2026</div></div>
91                <div class="stat-cell"><div class="num">45+</div><div class="lbl">Total Research Works</div></div>
92            </div>
93        </div>
94        <div class="hero-recognition">
95            <div class="container">
96                <div class="hero-recognition-head">
97                    <i class="fas fa-star"></i>
98                    <span>Academic Recognition &amp; Faculty Offers</span>
99                </div>
100                <div class="hero-recognition-grid">
101                    <div class="hero-recognition-item">
102                        <span>Application Invitation</span>
103                        <strong>Excellent Young Scientists Fund (Overseas)</strong>
104                    </div>
105                    <div class="hero-recognition-item">
106                        <span>Nomination</span>
107                        <strong>Hundred Talents Program</strong>
108                    </div>
109                    <div class="hero-recognition-item">
110                        <span>Assistant Professor Offer</span>
111                        <strong>TU Dresden, Germany (TU9)</strong>
112                    </div>
113                </div>
114            </div>
115        </div>
116    </header>
117
118    <main class="container">
119
120        <!-- ================= 01 ABOUT ================= -->
121        <section class="section" id="about">
122            <div class="sec-head">
123                <span class="sec-index">01</span>
124                <h2 class="sec-title">About</h2>
125            </div>
126            <div class="about-grid">
127                <div class="about-text">
128                    <p>
129                        Dr. Tang Daniel works at the intersection of <strong>Software Engineering and Artificial
130                        Intelligence</strong>. He completed his PhD at the
131                        <a href="https://wwwen.uni.lu/" target="_blank">University of Luxembourg</a> from
132                        <strong>October 15, 2021 to July 1, 2025</strong> (3 years and 9 months) and received the
133                        <strong>Excellent PhD Thesis Award</strong>.
134                    </p>
135                    <p>
136                        He is the first author of <strong>CodeAgent</strong> (EMNLP'24), one of the earliest multi-agent LLM frameworks
137                        for autonomous code review; and the creator of <strong>ScienceGuru</strong>, the first commercial recursive
138                        self-improvement product for training frontier-grade, highly efficient large models and solving complex problems.
139                    </p>
140                    <p>
141                        His work has been published across SE, NLP, and ML venues including ICSE, FSE, ASE, ICML, TOSEM, EMSE, ACL,
142                        NAACL, EMNLP, AAAI, and ACM HEALTH. He serves as a PC member and reviewer for ICML, NeurIPS, ICLR, ACL, ICSE,
143                        and MSR, and as a journal reviewer for TOSEM, TSE, and EMSE.
144                    </p>
145                </div>
146                <div class="ri-box">
147                    <h3>Research Interests</h3>
148                    <ul>
149                        <li><i class="fas fa-arrows-rotate"></i> Recursive Self-Improvement &amp; Learning</li>
150                        <li><i class="fas fa-shapes"></i> Self-Morphable Model Training</li>
151                        <li><i class="fas fa-infinity"></i> Unified Pre-Training, Post-Training, and Inference for Continuous Model Self-Evolution at Inference-Time Cost</li>
152                        <li><i class="fas fa-brain"></i> Dynamic Endless Agent Memory System</li>
153                        <li><i class="fas fa-robot"></i> LLM-Based Agents for Software Engineering</li>
154                        <li><i class="fas fa-code"></i> Code Generation &amp; Program Synthesis</li>
155                        <li><i class="fas fa-tools"></i> Automatic Program Repair</li>
156                        <li><i class="fas fa-shield-alt"></i> Software Security &amp; LLM Security</li>
157                        <li><i class="fas fa-puzzle-piece"></i> Patch Representation &amp; Explanation</li>
158                    </ul>
159                </div>
160            </div>
161        </section>
162
163        <!-- ================= 02 VENTURES ================= -->
164        <section class="section" id="ventures">
165            <div class="sec-head">
166                <span class="sec-index">02</span>
167                <h2 class="sec-title">Products &amp; Flagship Work</h2>
168            </div>
169            <div class="venture-grid">
170                <div class="venture-card featured">
171                    <span class="venture-tag">Research · First Author</span>
172                    <h3>CodeAgent</h3>
173                    <div class="venture-sub">EMNLP'24 · Multi-Agent Code Review</div>
174                    <p>
175                        Pioneering multi-agent LLM framework where autonomous communicative agents collaborate on code review —
176                        detecting vulnerabilities, verifying consistency, and suggesting revisions. Presented as an invited talk
177                        at SAP Global Research and as a keynote at NLPAICS (Lancaster, UK).
178                    </p>
179                    <div class="venture-links">
180                        <a href="https://github.com/Daniel4SE/CodeAgent" target="_blank">GitHub</a>
181                        <a href="papers/codeagent.pdf">Paper</a>
182                    </div>
183                </div>
184                <div class="venture-card featured">
185                    <span class="venture-tag">Product · Creator</span>
186                    <h3>ScienceGuru</h3>
187                    <div class="venture-sub">Commercial Recursive Self-Improvement Product</div>
188                    <p>
189                        The first commercial recursive self-improvement product for training frontier-grade, highly efficient
190                        large models. ScienceGuru solves complex problems through ultra-long-horizon reasoning, iterative
191                        self-correction, progressive capability growth, and continuous self-improvement. It surpassed 2,000 users in July 2026.
192                    </p>
193                </div>
194            </div>
195        </section>
196
197        <!-- ================= 03 NEWS ================= -->
198        <section class="section" id="news">
199            <div class="sec-head">
200                <span class="sec-index">03</span>
201                <h2 class="sec-title">Latest News</h2>
202            </div>
203            <ul class="news-list">
204                <li class="news-item">
205                    <span class="news-date">2026-07</span>
206                    <span class="news-badge award">Milestone</span>
207                    <span><b>ScienceGuru</b> surpassed <b>2,000 users</b></span>
208                </li>
209                <li class="news-item">
210                    <span class="news-date">2026-06</span>
211                    <span class="news-badge award">Funded</span>
212                    <span><b>TRACER</b> selected for funding under the <b>FNR TREK/JUMP 2026-1</b> call — maximum FNR contribution of <b>&euro;116,000</b></span>
213                </li>
214                <li class="news-item">
215                    <span class="news-date">2026-05</span>
216                    <span class="news-badge accepted">Accepted</span>
217                    <span><b>BOOSTAPR</b> accepted at <b>ICML'26</b> — execution-grounded RL with dual reward models for program repair (40.7% on SWE-bench Verified)</span>
218                </li>
219                <li class="news-item">
220                    <span class="news-date">2026-04</span>
221                    <span class="news-badge accepted">Accepted</span>
222                    <span><b>RETHiNK</b> accepted at <b>ACM Transactions on Computing for Healthcare</b> — simulating human reasoning via multi-LLM debate for cognitive reframing</span>
223                </li>
224                <li class="news-item">
225                    <span class="news-date">2026-03</span>
226                    <span class="news-badge accepted">Accepted</span>
227                    <span>Three posters accepted at <b>FSE'26 Poster</b> track — ConstantGuard, WasmCert, SPECTRA</span>
228                </li>
229                <li class="news-item">
230                    <span class="news-date">2026-03</span>
231                    <span class="news-badge accepted">Accepted</span>
232                    <span>Two papers accepted at <b>FSE'26 Ideas, Visions and Reflections</b> track — The Watermark Paradox, Who Wrote This Patch?</span>
233                </li>
234                <li class="news-item">
235                    <span class="news-date">2026-02</span>
236                    <span class="news-badge accepted">Accepted</span>
237                    <span>One poster accepted at <b>ICSE'26 Poster</b> track — Exploring LLMs for Compliance Violation Detection</span>
238                </li>
239                <li class="news-item">
240                    <span class="news-date">2025-10</span>
241                    <span class="news-badge">Service</span>
242                    <span>Invited as reviewer for <b>ICLR'26, NeurIPS'26, ICML'26, and TOSEM'26</b></span>
243                </li>
244                <li class="news-item">
245                    <span class="news-date">2025-08</span>
246                    <span class="news-badge accepted">Accepted</span>
247                    <span><b>Learning to Represent Code Changes</b> (first author) accepted at <b>EMSE'25</b></span>
248                </li>
249                <li class="news-item">
250                    <span class="news-date">2025-08</span>
251                    <span class="news-badge accepted">Accepted</span>
252                    <span>Two papers accepted at <b>ASE'25 NIER</b> track — RAML, Measuring LLM Stability</span>
253                </li>
254                <li class="news-item">
255                    <span class="news-date">2025-07</span>
256                    <span class="news-badge award">Award</span>
257                    <span>Completed PhD at the University of Luxembourg in 3 years and 9 months and received the <b>Excellent PhD Thesis Award</b></span>
258                </li>
259                <li class="news-item">
260                    <span class="news-date">2025-07</span>
261                    <span class="news-badge accepted">Accepted</span>
262                    <span>Two papers accepted at <b>ICSME'25 NIER</b> track — ExpertCache (first author), MalLoc</span>
263                </li>
264                <li class="news-item">
265                    <span class="news-date">2025-05</span>
266                    <span class="news-badge accepted">Accepted</span>
267                    <span><b>LLMDA</b> (first author) accepted by <b>TOSEM'25</b>; <b>SynFix</b> (first author) accepted by <b>ACL'25 Findings</b></span>
268                </li>
269                <li class="news-item">
270                    <span class="news-date">2025-05</span>
271                    <span class="news-badge accepted">Accepted</span>
272                    <span><b>Just-in-Time Detection of Silent Security Patches</b> (first author) accepted by <b>TOSEM'25</b>, presented at <b>ICSE'26 Journal-first</b></span>
273                </li>
274            </ul>
275        </section>
276
277        <!-- ================= 04 PUBLICATIONS ================= -->
278        <section class="section" id="publications">
279            <div class="sec-head">
280                <span class="sec-index">04</span>
281                <h2 class="sec-title">Publications</h2>
282                <span class="sec-note"><a href="publications.html">Full list with stats &rarr;</a></span>
283            </div>
284
285            <!-- ===== 2026 ===== -->
286            <h3 class="pub-year">2026 <span class="count">// 9 accepted, including 1 Journal First</span></h3>
287
288            <div class="pub-item">
289                <span class="pub-venue">ICML'26</span>
290                <div>
291                    <div class="pub-title"><a href="#">BOOSTAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models</a></div>
292                    <div class="pub-authors">Yuanhao Li, Hongbo Wang, Xiaotang Shang, <strong>Xunzhu Tang</strong>, Yiming Cao, Xuhong Chen</div>
293                </div>
294            </div>
295
296            <div class="pub-item">
297                <span class="pub-venue">ACM HEALTH</span>
298                <div>
299                    <div class="pub-title"><a href="#">RETHiNK: Simulating Human Reasoning via Multi-LLM Debate for Cognitive Reframing of Negative Thoughts</a></div>
300                    <div class="pub-authors">Xiaomeng Wang, Dharmendra Sharma, Dinesh Kumar, <strong>Xunzhu Tang</strong></div>
301                    <div class="pub-meta"><span class="pub-status">ACM Transactions on Computing for Healthcare</span></div>
302                </div>
303            </div>
304
305            <div class="pub-item">
306                <span class="pub-venue">FSE'26 IVR</span>
307                <div>
308                    <div class="pub-title"><a href="#">Who Wrote This Patch? Toward Accountable Automated Program Repair</a></div>
309                    <div class="pub-authors">Huaijin Ran, Haoyi Zhang, Kisub Kim, <strong>Xunzhu Tang</strong></div>
310                </div>
311            </div>
312
313            <div class="pub-item">
314                <span class="pub-venue">FSE'26 IVR</span>
315                <div>
316                    <div class="pub-title"><a href="#">The Watermark Paradox: How Provenance Verification Paves the Road to Camouflaged Backdoors</a></div>
317                    <div class="pub-authors">Haoyi Zhang, Huaijin Ran, Kisub Kim, <strong>Xunzhu Tang</strong></div>
318                </div>
319            </div>
320
321            <div class="pub-item">
322                <span class="pub-venue">FSE'26 Poster</span>
323                <div>
324                    <div class="pub-title"><a href="#">ConstantGuard: Lattice-Based Taint Analysis for Timing Side-Channel Risk Detection in C Code</a></div>
325                    <div class="pub-authors">Haoyi Zhang, Huaijin Ran, Tianfeng Liang, Md Maruf Hasan, <strong>Xunzhu Tang</strong></div>
326                </div>
327            </div>
328
329            <div class="pub-item">
330                <span class="pub-venue">FSE'26 Poster</span>
331                <div>
332                    <div class="pub-title"><a href="#">WasmCert: A Reproducible Hybrid Security Analysis Prototype for WebAssembly</a></div>
333                    <div class="pub-authors">Haoyi Zhang, Huaijin Ran, Tianfeng Liang, Md Maruf Hasan, <strong>Xunzhu Tang</strong></div>
334                </div>
335            </div>
336
337            <div class="pub-item">
338                <span class="pub-venue">FSE'26 Poster</span>
339                <div>
340                    <div class="pub-title"><a href="#">SPECTRA: Specification-Oriented Static Analysis for Smart Contract Security and Behavioral Contract Inference</a></div>
341                    <div class="pub-authors">Haoyi Zhang, Huaijin Ran, Tianfeng Liang, Md Maruf Hasan, <strong>Xunzhu Tang</strong></div>
342                </div>
343            </div>
344
345            <div class="pub-item">
346                <span class="pub-venue">ICSE'26 Poster</span>
347                <div>
348                    <div class="pub-title"><a href="#">Exploring Large Language Models for Compliance Violation Detection in Android Apps</a></div>
349                    <div class="pub-authors">Huaijin Ran, Haoyi Zhang, <strong>Xunzhu Tang</strong></div>
350                </div>
351            </div>
352
353            <div class="pub-item">
354                <span class="pub-venue">TOSEM'25 / ICSE'26 J1st</span>
355                <div>
356                    <div class="pub-title"><a href="#">Just-in-Time Detection of Silent Security Patches</a></div>
357                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Kisub Kim, Saad Ezzini, Yewei Song, Haoye Tian, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
358                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
359                </div>
360            </div>
361
362            <!-- ===== 2025 ===== -->
363            <h3 class="pub-year">2025 <span class="count">// 9 papers</span></h3>
364
365            <div class="pub-item">
366                <span class="pub-venue">TOSEM'25</span>
367                <div>
368                    <div class="pub-title"><a href="#">LLMDA: Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning</a></div>
369                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
370                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
371                </div>
372            </div>
373
374            <div class="pub-item">
375                <span class="pub-venue">EMSE'25</span>
376                <div>
377                    <div class="pub-title"><a href="#">Learning to Represent Code Changes</a></div>
378                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Haoye Tian, Weiguo Pian, Saad Ezzini, Abdoul Kader Kabore, Andrew Habib, Kisub Kim, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
379                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
380                </div>
381            </div>
382
383            <div class="pub-item">
384                <span class="pub-venue">ACL'25 Findings</span>
385                <div>
386                    <div class="pub-title"><a href="#">SynFix: Dependency-Aware Program Repair via RelationGraph Analysis</a></div>
387                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Jiechao Gao, Jin Xu, Tiezhu Sun, Yewei Song, Saad Ezzini, Wendk&ucirc;uni C. Ou&eacute;draogo, Jacques Klein, Tegawend&eacute; Bissyande</div>
388                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
389                </div>
390            </div>
391
392            <div class="pub-item">
393                <span class="pub-venue">ICSME'25 NIER</span>
394                <div>
395                    <div class="pub-title"><a href="#">ExpertCache: GPU-Efficient MoE Inference through Reinforcement Learning-Guided Expert Selection</a></div>
396                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Tiezhu Sun, Yewei Song, Siyuan Ma, Jacques Klein, Tegawend&eacute; Bissyande</div>
397                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
398                </div>
399            </div>
400
401            <div class="pub-item">
402                <span class="pub-venue">ICSME'25 NIER</span>
403                <div>
404                    <div class="pub-title"><a href="#">MalLoc: Towards Fine-grained Android Malicious Payload Localization via LLMs</a></div>
405                    <div class="pub-authors">Tiezhu Sun, Marco Alecci, Aleksandr Pilgun, Yewei Song, <strong>Xunzhu Tang</strong>, Jordan Samhi, Tegawend&eacute; F. Bissyand&eacute;, Jacques Klein</div>
406                </div>
407            </div>
408
409            <div class="pub-item">
410                <span class="pub-venue">ASE'25 NIER</span>
411                <div>
412                    <div class="pub-title"><a href="#">RAML: Toward Retrieval-Augmented Localization of Malicious Payloads in Android Apps</a></div>
413                    <div class="pub-authors">Tiezhu Sun, Marco Alecci, Yewei Song, <strong>Xunzhu Tang</strong>, Kisub Kim, Jordan Samhi, Tegawend&eacute; F. Bissyand&eacute;, Jacques Klein</div>
414                </div>
415            </div>
416
417            <div class="pub-item">
418                <span class="pub-venue">ASE'25 NIER</span>
419                <div>
420                    <div class="pub-title"><a href="#">Measuring LLM Code Generation Stability via Structural Entropy</a></div>
421                    <div class="pub-authors">Yewei Song, Tiezhu Sun, <strong>Xunzhu Tang</strong>, Prateek Kumar Rajput, Tegawend&eacute; F. Bissyand&eacute;, Jacques Klein</div>
422                </div>
423            </div>
424
425            <div class="pub-item">
426                <span class="pub-venue">EASE'25</span>
427                <div>
428                    <div class="pub-title"><a href="#">CallNavi: A Challenge and Empirical Study on LLM Function Calling and Routing</a></div>
429                    <div class="pub-authors">Yewei Song, <strong>Xunzhu Tang</strong>, Cedric Lothritz, Saad Ezzini, Jacques Klein, Tegawend&eacute; Bissyande, Andrey Boytsov, Ulrick Ble, Anne Goujon</div>
430                </div>
431            </div>
432
433            <div class="pub-item">
434                <span class="pub-venue">ICSE'25</span>
435                <div>
436                    <div class="pub-title"><a href="#">HedgeCode: A Multi-Task Hedging Contrastive Learning Framework for Code Search</a></div>
437                    <div class="pub-authors">Gong Chen, Xiaoyuan Xie, <strong>Xunzhu Tang</strong>, Qi Xin, Wenjie Liu</div>
438                </div>
439            </div>
440
441            <!-- ===== 2024 ===== -->
442            <h3 class="pub-year">2024 <span class="count">// 10 papers</span></h3>
443
444            <div class="pub-item">
445                <span class="pub-venue">EMNLP'24</span>
446                <div>
447                    <div class="pub-title"><a href="papers/codeagent.pdf">CodeAgent: Autonomous Communicative Agents for Code Review</a></div>
448                    <div class="pub-authors"><strong>Xunzhu Tang*</strong>, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li, Saad Ezzini, Haoye Tian*, Jacques Klein, Tegawend&eacute; F. Bissyande</div>
449                    <div class="pub-meta">
450                        <span class="pub-status first">First Author · Flagship</span>
451                        <span class="pub-links-line"><a href="papers/codeagent.pdf"><i class="fas fa-file-pdf"></i> PDF</a><a href="https://github.com/Daniel4SE/CodeAgent" target="_blank"><i class="fab fa-github"></i> Code</a></span>
452                    </div>
453                </div>
454            </div>
455
456            <div class="pub-item">
457                <span class="pub-venue">TOSEM'24</span>
458                <div>
459                    <div class="pub-title"><a href="papers/jldt.pdf">You Don't Have to Say Where to Edit! Joint Learning to Localize and Edit Source Code</a></div>
460                    <div class="pub-authors">Weiguo Pian, Yinghua Li, Haoye Tian, Tiezhu Sun, Yewei Song, <strong>Xunzhu Tang</strong>, Andrew Habib, Jacques Klein, Tegawend&eacute; F. Bissyande</div>
461                    <div class="pub-meta"><span class="pub-links-line"><a href="papers/jldt.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
462                </div>
463            </div>
464
465            <div class="pub-item">
466                <span class="pub-venue">ASE'24</span>
467                <div>
468                    <div class="pub-title"><a href="#">DataRecipe — How to Cook the Data for CodeLLM?</a></div>
469                    <div class="pub-authors">Kisub Kim, Jounghoon Kim, Byeongjo Park, Dongsun Kim, Chun Yong Chong, Yuan Wang, Tiezhu Sun, <strong>Xunzhu Tang</strong>, Jacques Klein, Tegawend&eacute; F Bissyand&eacute;</div>
470                </div>
471            </div>
472
473            <div class="pub-item">
474                <span class="pub-venue">EMSE'24 / ASE'24 J1st</span>
475                <div>
476                    <div class="pub-title"><a href="papers/EMSE_BugRMSys.pdf">App Review Driven Collaborative Bug Finding</a></div>
477                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Haoye Tian, Pingfan Kong, Saad Ezzini, Kui Liu, Xin Xia, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
478                    <div class="pub-meta"><span class="pub-status first">First Author</span><span class="pub-links-line"><a href="papers/EMSE_BugRMSys.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
479                </div>
480            </div>
481
482            <div class="pub-item">
483                <span class="pub-venue">NAACL'24</span>
484                <div>
485                    <div class="pub-title"><a href="papers/vislinginstruct.pdf">VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization</a></div>
486                    <div class="pub-authors">Dongsheng Zhu, <strong>Xunzhu Tang</strong>, Weidong Han, Jinghui Lu, Yukun Zhao, Guoliang Xing, Junfeng Wang, Dawei Yin</div>
487                    <div class="pub-meta"><span class="pub-links-line"><a href="papers/vislinginstruct.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
488                </div>
489            </div>
490
491            <div class="pub-item">
492                <span class="pub-venue">ACL'24 Short</span>
493                <div>
494                    <div class="pub-title"><a href="#">Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance</a></div>
495                    <div class="pub-authors">Yewei Song, Cedric Lothritz, <strong>Xunzhu Tang</strong>, Tegawende F. Bissyande, Jacques Klein</div>
496                </div>
497            </div>
498
499            <div class="pub-item">
500                <span class="pub-venue">ICSE'24 Poster</span>
501                <div>
502                    <div class="pub-title"><a href="papers/2023Patcherizer.pdf">Learning to Represent Patches</a></div>
503                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Haoye Tian, Zhenghan Chen, Weiguo Pian, Saad Ezzini, Abdoul Kader Kabore, Andrew Habib, Jacques Klein, Tegawende F. Bissyande</div>
504                    <div class="pub-meta"><span class="pub-status first">First Author</span><span class="pub-links-line"><a href="papers/2023Patcherizer.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
505                </div>
506            </div>
507
508            <div class="pub-item">
509                <span class="pub-venue">ICSE'24 SEIP</span>
510                <div>
511                    <div class="pub-title"><a href="papers/Text2SQL.pdf">Enhancing Text-to-SQL Translation for Financial System Design</a></div>
512                    <div class="pub-authors">Yewei Song, Saad Ezzini, <strong>Xunzhu Tang</strong>, Cedric Lothritz, Jacques Klein, Tegawende Bissyande, Andrey Boytsov, Ulrick Ble, Anne Goujon</div>
513                    <div class="pub-meta"><span class="pub-links-line"><a href="papers/Text2SQL.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
514                </div>
515            </div>
516
517            <div class="pub-item">
518                <span class="pub-venue">ICLR'24 Tiny</span>
519                <div>
520                    <div class="pub-title"><a href="papers/MultiSEM.pdf">Semantic Patch Embedding for Security Detection: A Fine-to-Coarse Grained Approach</a></div>
521                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Yewei Song, Haoye Tian, Zhenghan Chen, Jacques Klein, Tegawend&eacute; F. Bissyande</div>
522                    <div class="pub-meta"><span class="pub-status first">First Author</span><span class="pub-links-line"><a href="papers/MultiSEM.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
523                </div>
524            </div>
525
526            <div class="pub-item">
527                <span class="pub-venue">Neurocomputing'24</span>
528                <div>
529                    <div class="pub-title"><a href="https://doi.org/10.1016/j.neucom.2024.127583" target="_blank">A Large-Scale Microblog Dataset and Stock Movement Prediction Based on Supervised Contrastive Learning Model</a></div>
530                    <div class="pub-authors">Song Yang, <strong>Xunzhu Tang</strong></div>
531                </div>
532            </div>
533
534            <!-- ===== 2023 & Earlier ===== -->
535            <h3 class="pub-year">2023 &amp; Earlier <span class="count">// 7 papers</span></h3>
536
537            <div class="pub-item">
538                <span class="pub-venue">ACM MM'23</span>
539                <div>
540                    <div class="pub-title"><a href="papers/MM2023.pdf">LGFat-RGCN: Faster Attention with Heterogeneous RGCN for Medical ICD Coding Generation</a></div>
541                    <div class="pub-authors">Zhenghan Chen, Changzeng Fu, Ruoxue Wu, Ye Wang, <strong>Xunzhu Tang*</strong>, Xiaoxuan Liang</div>
542                    <div class="pub-meta"><span class="pub-links-line"><a href="papers/MM2023.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
543                </div>
544            </div>
545
546            <div class="pub-item">
547                <span class="pub-venue">ASE'23</span>
548                <div>
549                    <div class="pub-title"><a href="papers/ase2023.pdf">Delving into Commit-Issue Correlation to Enhance Commit Message Generation Models</a></div>
550                    <div class="pub-authors">Liran Wang, <strong>Xunzhu Tang</strong>, Yichen He, Changyu Ren, Shuhua Shi, Chaoran Yan, Zhoujun Li</div>
551                    <div class="pub-meta"><span class="pub-links-line"><a href="papers/ase2023.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
552                </div>
553            </div>
554
555            <div class="pub-item">
556                <span class="pub-venue">AAAI'23</span>
557                <div>
558                    <div class="pub-title"><a href="papers/2023MetaTPTrans.pdf">MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning</a></div>
559                    <div class="pub-authors">Weiguo Pian, Hanyu Peng, <strong>Xunzhu Tang</strong>, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawend&eacute; F Bissyand&eacute;</div>
560                    <div class="pub-meta"><span class="pub-status">Acceptance rate 19.6%</span><span class="pub-links-line"><a href="papers/2023MetaTPTrans.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
561                </div>
562            </div>
563
564            <div class="pub-item">
565                <span class="pub-venue">AAAI'23 W3PHIAI</span>
566                <div>
567                    <div class="pub-title"><a href="papers/AAAI2023-W3PHIAI.pdf">Automatically Extracting Information in Medical Dialogue: Expert System And Attention for Labelling</a></div>
568                    <div class="pub-authors">Xinshi Wang, <strong>Xunzhu Tang</strong></div>
569                    <div class="pub-meta"><span class="pub-links-line"><a href="papers/AAAI2023-W3PHIAI.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
570                </div>
571            </div>
572
573            <div class="pub-item">
574                <span class="pub-venue">DASFAA'23 Workshop</span>
575                <div>
576                    <div class="pub-title"><a href="https://doi.org/10.1007/978-3-031-35415-1_23" target="_blank">Multi-domain Fake News Detection with Fuzzy Labels</a></div>
577                    <div class="pub-authors">Zhenghan Chen, Changzeng Fu, <strong>Xunzhu Tang</strong></div>
578                </div>
579            </div>
580
581            <div class="pub-item">
582                <span class="pub-venue">ASE'22</span>
583                <div>
584                    <div class="pub-title"><a href="papers/2022_ASE_Quatrain__Haoye_.pdf">Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness</a></div>
585                    <div class="pub-authors">Haoye Tian, <strong>Xunzhu Tang</strong>, Andrew Habib, Shangwen Wang, Kui Liu, Xin Xia, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
586                    <div class="pub-meta"><span class="pub-status">Acceptance rate 22.0%</span><span class="pub-links-line"><a href="papers/2022_ASE_Quatrain__Haoye_.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
587                </div>
588            </div>
589
590            <div class="pub-item">
591                <span class="pub-venue">DASFAA'22</span>
592                <div>
593                    <div class="pub-title"><a href="papers/2022DASFAAHieNet.pdf">HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding</a></div>
594                    <div class="pub-authors">Shi Wang, <strong>Daniel Tang*</strong>, Luchen Zhang, Huilin Li, Ding Han</div>
595                    <div class="pub-meta"><span class="pub-status">Acceptance rate 18%</span><span class="pub-links-line"><a href="papers/2022DASFAAHieNet.pdf"><i class="fas fa-file-pdf"></i> PDF</a></span></div>
596                </div>
597            </div>
598
599            <h3 class="pub-year">TOSEM Revision <span class="count">// 5 manuscripts</span></h3>
600
601            <div class="pub-item revision">
602                <span class="pub-venue">TOSEM Revision</span>
603                <div>
604                    <div class="pub-title"><a href="https://arxiv.org/abs/2509.25243" target="_blank">Reinforcement Learning-Guided Chain-of-Draft for Token-Efficient Code Generation</a></div>
605                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Iyiola Emmanuel Olatunji, Tiezhu Sun, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
606                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
607                </div>
608            </div>
609
610            <div class="pub-item revision">
611                <span class="pub-venue">TOSEM Revision</span>
612                <div>
613                    <div class="pub-title"><a href="https://arxiv.org/abs/2511.00619" target="_blank">GDPR-Bench-Android: A Benchmark for Evaluating Automated GDPR Compliance Detection in Android</a></div>
614                    <div class="pub-authors">Huaijin Ran, Haoyi Zhang, <strong>Xunzhu Tang</strong></div>
615                </div>
616            </div>
617
618            <div class="pub-item revision">
619                <span class="pub-venue">TOSEM Revision</span>
620                <div>
621                    <div class="pub-title"><a href="https://arxiv.org/abs/2604.24162" target="_blank">Defusing the Trigger: Plug-and-Play Defense for Backdoored LLMs via Tail-Risk Intrinsic Geometric Smoothing</a></div>
622                    <div class="pub-authors">Kaisheng Fan, Weizhe Zhang, Yishu Gao, Tegawend&eacute; F. Bissyand&eacute;, <strong>Xunzhu Tang</strong></div>
623                </div>
624            </div>
625
626            <div class="pub-item revision">
627                <span class="pub-venue">TOSEM Revision</span>
628                <div>
629                    <div class="pub-title"><a href="https://github.com/Haoyi-Zhang/Agent4SE_SLR" target="_blank">Intelligent Agents for Software Engineering: A Systematic Literature Review</a></div>
630                    <div class="pub-authors">Haoyi Zhang, Huaijin Ran, <strong>Xunzhu Tang</strong></div>
631                </div>
632            </div>
633
634            <div class="pub-item revision">
635                <span class="pub-venue">TOSEM Revision</span>
636                <div>
637                    <div class="pub-title"><a href="https://arxiv.org/abs/2410.10628" target="_blank">On the Diffusion of Test Smells in LLM-Generated Unit Tests</a></div>
638                    <div class="pub-authors">Wendk&ucirc;uni C. Ou&eacute;draogo, Yinghua Li, Xueqi Dang, <strong>Xunzhu Tang</strong>, Anil Koyuncu, Jacques Klein, David Lo, Tegawend&eacute; F. Bissyand&eacute;</div>
639                </div>
640            </div>
641
642            <h3 class="pub-year">Preprints <span class="count">// 5 selected manuscripts</span></h3>
643
644            <div class="pub-item preprint">
645                <span class="pub-venue">arXiv:2304.11938</span>
646                <div>
647                    <div class="pub-title"><a href="https://arxiv.org/abs/2304.11938" target="_blank">Is ChatGPT the Ultimate Programming Assistant: How Far Is It?</a></div>
648                    <div class="pub-authors">Haoye Tian, Weiqi Lu, Tsz On Li, <strong>Xunzhu Tang</strong>, Shing-Chi Cheung, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
649                </div>
650            </div>
651
652            <div class="pub-item preprint">
653                <span class="pub-venue">arXiv:2408.11788</span>
654                <div>
655                    <div class="pub-title"><a href="https://arxiv.org/abs/2408.11788" target="_blank">DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework</a></div>
656                    <div class="pub-authors">Zhifei Xie, <strong>Daniel Tang</strong>, Dingwei Tan, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;, Saad Ezzini</div>
657                </div>
658            </div>
659
660            <div class="pub-item preprint">
661                <span class="pub-venue">arXiv:2410.18107</span>
662                <div>
663                    <div class="pub-title"><a href="https://arxiv.org/abs/2410.18107" target="_blank">In-Context Code-Text Learning for Bimodal Software Engineering</a></div>
664                    <div class="pub-authors"><strong>Xunzhu Tang</strong>, Liran Wang, Yonghui Liu, Linzheng Chai, Jian Yang, Zhoujun Li, Haoye Tian, Jacques Klein, Tegawend&eacute; F. Bissyand&eacute;</div>
665                    <div class="pub-meta"><span class="pub-status first">First Author</span></div>
666                </div>
667            </div>
668
669            <div class="pub-item preprint">
670                <span class="pub-venue">arXiv:2507.11092</span>
671                <div>
672                    <div class="pub-title"><a href="https://arxiv.org/abs/2507.11092" target="_blank">MT4DP: Data Poisoning Attack Detection for DL-Based Code Search Models via Metamorphic Testing</a></div>
673                    <div class="pub-authors">Gong Chen, Wenjie Liu, Xiaoyuan Xie, <strong>Xunzhu Tang</strong>, Tegawend&eacute; F. Bissyand&eacute;, Songqiang Chen</div>
674                </div>
675            </div>
676
677            <div class="pub-item preprint">
678                <span class="pub-venue">arXiv:2301.12850</span>
679                <div>
680                    <div class="pub-title"><a href="https://arxiv.org/abs/2301.12850" target="_blank">GE-Blender: Graph-Based Knowledge Enhancement for Blender</a></div>
681                    <div class="pub-authors">Xiaolei Lian, <strong>Xunzhu Tang</strong>, Yue Wang</div>
682                </div>
683            </div>
684
685        </section>
686
687        <!-- ================= 05 GRANTS & AWARDS ================= -->
688        <section class="section" id="grants">
689            <div class="sec-head">
690                <span class="sec-index">05</span>
691                <h2 class="sec-title">Grants &amp; Awards</h2>
692            </div>
693            <div class="grant-grid">
694                <div class="grant-card">
695                    <div class="grant-head">
696                        <span class="grant-name">ERC Proof of Concept — ConvIDE</span>
697                        <span class="grant-amt">2026</span>
698                    </div>
699                    <p class="grant-detail">An IDE with visual interaction and persistent memory empowering non-expert users in software development.</p>
700                    <span class="grant-role">Key Contributor (Submitted)</span>
701                </div>
702                <div class="grant-card">
703                    <div class="grant-head">
704                        <span class="grant-name">TREK — TRACER</span>
705                        <span class="grant-amt">&euro;116,000</span>
706                    </div>
707                    <p class="grant-detail">Trace-based Runtime Analysis for Code Evolution Review. Selected for funding by the Luxembourg National Research Fund under the FNR TREK/JUMP 2026-1 call. Project start by October 31, 2026.</p>
708                    <span class="grant-role">Key Contributor · Funded</span>
709                </div>
710            </div>
711            <div class="award-row">
712                <i class="fas fa-trophy"></i>
713                <div>
714                    <div class="t">Excellent PhD Thesis Award — University of Luxembourg</div>
715                    <div class="s">PhD completed October 15, 2021&ndash;July 1, 2025 · 3 years and 9 months</div>
716                </div>
717            </div>
718            <div class="recognition-panel">
719                <h3>Selected academic offers and recognition</h3>
720                <div class="recognition-grid">
721                    <div class="recognition-item">
722                        <span class="recognition-type">Invitation</span>
723                        <strong>Excellent Young Scientists Fund (Overseas)</strong>
724                        <p>Host-institution invitation to apply for the national overseas young talent program.</p>
725                    </div>
726                    <div class="recognition-item">
727                        <span class="recognition-type">Nomination</span>
728                        <strong>Hundred Talents Program</strong>
729                        <p>Nominated for the national-level Hundred Talents Program.</p>
730                    </div>
731                    <div class="recognition-item">
732                        <span class="recognition-type">Faculty offer</span>
733                        <strong>TU Dresden</strong>
734                        <p>Assistant Professor offer from the TU9 member university in Germany.</p>
735                    </div>
736                </div>
737            </div>
738        </section>
739
740        <!-- ================= 06 SERVICES & TALKS ================= -->
741        <section class="section" id="services">
742            <div class="sec-head">
743                <span class="sec-index">06</span>
744                <h2 class="sec-title">Services &amp; Talks</h2>
745            </div>
746            <div class="svc-grid">
747                <div class="svc-block">
748                    <h3>Conference PC / Reviewer</h3>
749                    <ul>
750                        <li><span>ICML</span><span class="yr">2025&ndash;2026</span></li>
751                        <li><span>NeurIPS</span><span class="yr">2025&ndash;2026</span></li>
752                        <li><span>ICLR</span><span class="yr">2025&ndash;2026</span></li>
753                        <li><span>ACL Rolling Review</span><span class="yr">2022&ndash;present</span></li>
754                        <li><span>AAAI</span><span class="yr">2026</span></li>
755                        <li><span>ACM MM</span><span class="yr">2024&ndash;2026</span></li>
756                        <li><span>ICSE · MSR · NLPCC</span><span class="yr">&mdash;</span></li>
757                        <li><span>SOSP Artifact Evaluation Committee Member</span><span class="yr">2021</span></li>
758                    </ul>
759                </div>
760                <div class="svc-block">
761                    <h3>Journal Reviewer</h3>
762                    <ul>
763                        <li><span>ACM TOSEM</span><span class="yr">2025&ndash;2026</span></li>
764                        <li><span>IEEE TSE</span><span class="yr">2025&ndash;2026</span></li>
765                        <li><span>EMSE</span><span class="yr">2025&ndash;2026</span></li>
766                        <li><span>Neurocomputing</span><span class="yr">&mdash;</span></li>
767                        <li><span>Automated Software Engineering</span><span class="yr">&mdash;</span></li>
768                    </ul>
769                </div>
770                <div class="svc-block">
771                    <h3>Invited Talks &amp; Keynotes</h3>
772                    <ul>
773                        <li><span>Keynote on CodeAgent — NLPAICS Workshop, Lancaster, UK</span><span class="yr">2024</span></li>
774                        <li><span>CodeAgent — SAP Global Research Group (invited talk)</span><span class="yr">2024</span></li>
775                        <li><span>CodeAgent demonstration — SnT Partnership Day</span><span class="yr">2024</span></li>
776                    </ul>
777                </div>
778                <div class="svc-block">
779                    <h3>Open-Source Artifacts</h3>
780                    <ul>
781                        <li><span><a href="https://github.com/Daniel4SE/CodeAgent" target="_blank" style="color:inherit;">CodeAgent</a> — multi-agent code review</span><span class="yr">EMNLP'24</span></li>
782                        <li><span><a href="https://github.com/Daniel4SE/Patcherizer" target="_blank" style="color:inherit;">Patcherizer</a> — patch representation</span><span class="yr">ICSE'24</span></li>
783                        <li><span><a href="https://github.com/Daniel4SE/MultiSEM" target="_blank" style="color:inherit;">MultiSEM</a> — security patch detection</span><span class="yr">
783ICLR'24</span></li>
784                        <li><span><a href="https://github.com/Daniel4SE/BugRMSys" target="_blank" style="color:inherit;">BugRMSys</a> — review-driven bug finding</span><span class="yr">EMSE'24</span></li>
785                        <li><span><a href="https://github.com/Daniel4SE/PaperGuru-Benchmark" target="_blank" style="color:inherit;">ScienceGuru-Benchmark</a> — recursive self-improvement benchmark</span><span class="yr">2026</span></li>
786                    </ul>
787                </div>
788            </div>
789        </section>
790    </main>
791
792    <!-- ================= 07 CONTACT ================= -->
793    <section class="contact-band" id="contact">
794        <div class="container">
795            <div class="sec-head">
796                <span class="sec-index">07</span>
797                <h2 class="sec-title">Contact</h2>
798            </div>
799            <div class="contact-grid">
800                <div class="contact-cell">
801                    <h4>Email</h4>
802                    <p><a href="mailto:[email protected]">[email protected]</a></p>
803                </div>
804                <div class="contact-cell">
805                    <h4>Elsewhere</h4>
806                    <p>
807                        <a href="https://scholar.google.com/citations?user=MxpAtQoAAAAJ&hl=en" target="_blank">Google Scholar</a><br>
808                        <a href="https://github.com/Daniel4SE" target="_blank">GitHub</a><br>
809                        <a href="https://www.linkedin.com/in/xunzhu-tang/" target="_blank">LinkedIn</a>
810                    </p>
811                </div>
812            </div>
813        </div>
814    </section>
815
816    <!-- ================= FOOTER ================= -->
817    <footer class="ind-footer">
818        <div class="container">
819            <span>&copy; 2026 <a href="https://Daniel4SE.github.io">Dr. Tang Daniel</a> · CodeAgent first author · ScienceGuru recursive self-improvement product creator</span>
820            <span>Last updated: July 2026</span>
821        </div>
822    </footer>
823
824    <!-- Visitor Counter -->
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.