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118 <span>Soujanya Poria</span> 119 </a> 120 <button class="menu-toggle" type="button" aria-label="Open menu" aria-expanded="false" aria-controls="primary-navigation"> 121 <i class="fas fa-bars menu-icon-open" aria-hidden="true"></i> 122 <i class="fas fa-xmark menu-icon-close" aria-hidden="true"></i> 123 </button> 124 <nav class="nav-links" id="primary-navigation" aria-label="Primary navigation"><a href="/"> 125 <i class="nav-icon fa-solid fa-house" aria-hidden="true"></i> 126 <span>Home</span> 127 </a><a href="/research/" class="active" aria-current="page"> 128 <i class="nav-icon fa-solid fa-compass" aria-hidden="true"></i> 129 <span>Research</span> 130 </a><a href="/publications/"> 131 <i class="nav-icon fa-solid fa-book-open" aria-hidden="true"></i> 132 <span>Publications</span> 133 </a><a href="/activities/"> 134 <i class="nav-icon fa-solid fa-microphone-lines" aria-hidden="true"></i> 135 <span>Activities</span> 136 </a><a href="https://declare-lab.github.io/" target="_blank" rel="noopener"> 137 <i class="nav-icon fa-solid fa-flask" aria-hidden="true"></i> 138 <span>DeCLaRe Lab</span> 139 <i class="nav-external fas fa-arrow-up-right-from-square" aria-hidden="true"></i> 140 </a><a href="https://walled.ai/" target="_blank" rel="noopener"> 141 <i class="nav-icon fa-solid fa-shield-halved" aria-hidden="true"></i> 142 <span>Walled AI</span> 143 <i class="nav-external fas fa-arrow-up-right-from-square" aria-hidden="true"></i> 144 </a></nav> 145 </div> 146 <div class="nav-scrim" aria-hidden="true"></div> 147</header> 148 149 150 <main class="site-main" id="main" tabindex="-1" data-type-contract="2.4.1"> 151 <div class="page-wrapper site-shell has-sidebar"> 152 153 154 <aside class="sidebar site-shell__sidebar"> 155 <div class="author-card"> 156 <div class="author-summary"> 157 158 <img class="author-avatar" src="/assets/images/new-SJ-dp.png" alt="Soujanya Poria"> 159 160 <div class="author-profile-content"> 161 <div class="author-name" data-type-role="subsection-title">Soujanya Poria</div> 162 163 <div class="author-bio" data-prose-align="center" data-prose-align-mobile="left" aria-label="Associate Professor, School of Electrical and Electronic Engineering, Nanyang Technological University (NTU)" data-type-role="small"> 164 <span class="author-bio-line">Associate Professor</span><br><span class="author-bio-line">School of Electrical and Electronic Engineering</span><br><span class="author-bio-line">Nanyang Technological University (NTU)</span> 165 </div> 166 167 <div class="author-affiliation-block"> 168 <div class="author-affiliations" aria-label="Affiliations"> 169 <img class="affiliation-logo affiliation-ntu" src="/assets/images/logos/NTU-transparent-new.png" alt="Nanyang Technological University"> 170 171<svg class="brand-mark affiliation-logo affiliation-dec" aria-hidden="false" width="747" height="1024" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" viewbox="34.008 8.029 121.475 166.562" xml:space="preserve" role="img" aria-labelledby="profilemark-title profilemark-desc"> 172<title id="profilemark-title">DeCLaRe robot icon, light theme</title> 173<desc id="profilemark-desc">The DeCLaRe robot mascot with circular green eye and angular red eye.</desc> 174 175<defs> 176 177 <clippath id="profilemark-robot-antenna-clip"><rect x="71.5" y="8.7" width="21.5" height="24.2"></rect></clippath> 178 <mask id="profilemark-robot-knockout" maskunits="userSpaceOnUse" x="0" y="0" width="200" height="200"> 179 <!-- The smile is the authored outline, untouched. Its inner edge is the 180 same outline scaled about the face centre. That closes the notch where 181 the cheek meets the arc, joining them into one form, and it holds the 182 ring at 7.2 within 0.23. The visible outer curve does not move. --> 183 <path fill="#fff" d="M94.7,11.2c0.2,0,5.3,0,10.5,0.5c17.2,2.1,30.7,15.6,32.8,32.8c0.5,5.2,0.5,10.3,0.5,10.5c0,0.2,0,5.3-0.5,10.5c-2.1,17.2-15.6,30.7-32.8,32.8c-5.2,0.5-10.3,0.5-10.5,0.5c-0.2,0-5.3,0-10.5-0.5c-17.2-2.1-30.7-15.6-32.8-32.8c-0.5-5.2-0.5-10.3-0.5-10.5c0-0.2,0-5.3,0.5-10.5c2.1-17.2,15.6-30.7,32.8-32.8C89.4,11.2,94.5,11.2,94.7,11.2z"></path> 184 <path fill="#000" d="M94.7,18.2914c0.1676,0,4.4419,0,8.8,0.419c14.4152,1.76,25.7295,13.0743,27.4895,27.4895c0.419,4.3581,0.419,8.6324,0.419,8.8c0,0.1676,0,4.4419-0.419,8.8c-1.76,14.4152-13.0743,25.7295-27.4895,27.4895c-4.3581,0.419-8.6324,0.419-8.8,0.419c-0.1676,0-4.4419,0-8.8-0.419c-14.4152-1.76-25.7295-13.0743-27.4895-27.4895c-0.419-4.3581-0.419-8.6324-0.419-8.8c0-0.1676,0-4.4419,0.419-8.8c1.76-14.4152,13.0743-25.7295,27.4895-27.4895C90.2581,18.2914,94.5324,18.2914,94.7,18.2914z"></path> 185 <rect x="43.7" y="1" width="102" height="66.2" fill="#000"></rect> 186 187 <rect x="34.1" y="167.3" width="121.3" height="7.2" fill="#fff"></rect> 188 <rect x="52.1" y="106.2" width="85.3" height="53.9" fill="#fff"></rect> 189 <rect x="59.3" y="113.4" width="70.9" height="16.15" fill="#000"></rect> 190 <rect x="59.3" y="136.75" width="70.9" height="16.15" fill="#000"></rect> 191 <rect x="84" y="9.9" width="13.7" height="20.7" transform="matrix(0.9301 -0.3673 0.3673 0.9301 -1.
1910708 34.7719)" fill="#fff"></rect> 192 <path clip-path="url(#profilemark-robot-antenna-clip)" fill="none" stroke="#000" stroke-width="6" d="M73.9,12.4c3.4,1.8,6.5,4.4,9.3,7.5c2.9,3.3,5.3,7.2,5.8,11.7"></path> 193 <!-- Head frame as a top bar and two walls, deliberately not one filled 194 rect with the window punched through it. Those two rects had bottom 195 edges 0.4 apart; they cancel exactly at size, but inside a single 196 favicon pixel the black composites over the white instead of 197 subtracting, leaving ~20% ink straight across the head that reads as 198 a line under the eyes joining the mouth tabs. --> 199 <rect x="34.1" y="24.6" width="121.3" height="7.2" fill="#fff"></rect> 200 <!-- Wall and cheek as one L, not a wall butted against a tab: the two 201 used to meet with a 0.34 seam. --> 202 <path fill="#fff" d="M34.1 24.6H41.3V68.4H55.9V75.6H34.1Z"></path> 203 <path fill="#fff" d="M148.2 24.6H155.4V75.6H133.6V68.4H148.2Z"></path> 204 <rect x="41.3" y="31.8" width="106.9" height="36.6" fill="#000"></rect> 205 </mask> 206 <g id="profilemark-robot-master"> 207 <rect x="0" y="0" width="200" height="200" fill="currentColor" mask="url(#profilemark-robot-knockout)"></rect> 208 <circle class="declare-mark__eye declare-mark__eye--green" cx="72.5" cy="52.5" r="12.9" fill="var(--logo-green)"></circle> 209 <!-- Angular eye as two filled rectangles (matching the head's wall logic): 210 a horizontal bar and a diagonal bar sharing a vertical left edge, so 211 their intersection reads as a clean square corner, not a beveled cut. --> 212 <g class="declare-mark__eye declare-mark__eye--red" fill="var(--logo-red)"><rect x="103.72" y="57.2" width="26.18" height="5.4"></rect><rect x="0" y="-5.4" width="27" height="5.4" transform="translate(103.72 62.6) rotate(-35.3)"></rect></g> 213 </g> 214 215</defs> 216<g id="profilemark-robot"><use xlink:href="#profilemark-robot-master"></use></g> 217</svg> 218 219 </div> 220 221 <p class="author-location" data-type-role="small"> 222 <svg width="14" height="14" viewbox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M21 10c0 7-9 13-9 13s-9-6-9-13a9 9 0 0118 0z"></path><circle cx="12" cy="10" r="3"></circle></svg> 223 Singapore 224 </p> 225 226 </div> 227 </div> 228 </div> 229 230 <div class="author-links"> 231 232 <a href="mailto:[email protected]" target="_blank" rel="noopener" title="Email" data-type-role="control"> 233 <i class="fas fa-fw fa-envelope"></i> Email 234 </a> 235 236 <a href="https://declare-lab.github.io" target="_blank" rel="noopener" title="Lab Website" data-type-role="control"> 237 <i class="fas fa-fw fa-flask"></i> Lab Website 238 </a> 239 240 <a href="https://scholar.google.co.in/citations?hl=en&user=oS6gRc4AAAAJ&view_op=list_works" target="_blank" rel="noopener" title="Google Scholar" data-type-role="control"> 241 <i class="fas fa-fw fa-graduation-cap"></i> Google Scholar 242 </a> 243 244 <a href="https://dblp.org/pid/116/4904" target="_blank" rel="noopener" title="DBLP" data-type-role="control"> 245 <i class="fas fa-fw fa-database"></i> DBLP 246 </a> 247 248 <a href="https://aclanthology.org/people/soujanya-poria/" target="_blank" rel="noopener" title="ACL Anthology" data-type-role="control"> 249 <i class="fas fa-fw fa-book"></i> ACL Anthology 250 </a> 251 252 <a href="https://github.com/soujanyaporia" target="_blank" rel="noopener" title="GitHub" data-type-role="control"> 253 <i class="fab fa-fw fa-github"></i> GitHub 254 </a> 255 256 <a href="https://twitter.com/soujanyaporia" target="_blank" rel="noopener" title="Twitter" data-type-role="control"> 257 <i class="fab fa-fw fa-twitter"></i> Twitter 258 </a> 259 260 </div> 261 262</div> 263 264 </aside> 265 266 267 <article class="page-content site-shell__content"> 268 269 <header class="page-header"> 270 <div class="page-meta-strip" aria-label="Institutional affiliation"> 271 <span data-type-role="meta">Nanyang Technological University, Singapore</span> 272 </div> 273 <h1 data-type-role="page-title">Research</h1> 274 </header> 275 276 277 278 279 <div class="page-body site-content"> 280 281 282 <div class="content-text"> 283 <div class="research-profile-intro"> 284 <p data-type-role="body">I work across the six research themes of the <a href="https://declare-lab.github.io/">DeCLaRe Lab</a>: Safety, Trustworthiness, Multimodality, AI for Science, Efficiency, and Embodied AI. My own current focus is <strong>memory for AI agents</strong>, <strong>efficient and reliable multi-agent systems</strong>, and <strong>reasoning</strong>.</p> 285 <p data-type-role="body">Earlier work centred on <strong>multimodal representation learning</strong>, <strong>
285affective computing</strong>, and <strong>sentiment analysis</strong>.</p> 286 <p class="research-foundation-links" data-type-role="body"><span>Foundational work</span><a href="https://aclanthology.org/2020.findings-emnlp.224/">COSMIC</a><a href="https://aclanthology.org/D19-1015/">DialogueGCN</a><a href="https://ojs.aaai.org/index.php/AAAI/article/view/4657">DialogueRNN</a><a href="https://aclanthology.org/P19-1050/">MELD</a><a href="https://dl.acm.org/doi/10.1145/3394171.3413678">MISA</a><a href="https://aclanthology.org/2021.emnlp-main.723/">Multimodal-Infomax</a><a href="https://aclanthology.org/D17-1115/">Tensor Fusion Network</a></p> 287 <div class="research-profile-actions"> 288 <a class="btn-primary" href="https://declare-lab.github.io/research/" data-type-role="control"><i class="fa-solid fa-flask" aria-hidden="true"></i> Research at DeCLaRe</a> 289 <a class="btn-secondary" href="/publications/" data-type-role="control"><i class="fa-solid fa-book-open" aria-hidden="true"></i> Publications</a> 290 <a class="btn-secondary" href="https://drive.google.com/file/d/10lmu5YGDzr2Yw6kBFWwe7ifZ9Ec9WCl1/view?usp=sharing" data-type-role="control"><i class="fa-solid fa-file-powerpoint" aria-hidden="true"></i> Research slides</a> 291 </div> 292</div> 293 294<h2 id="recognition" data-type-role="section-title">Recognition</h2> 295 296<div class="award-grid recognition-grid"> 297 <div><strong data-type-role="item-title">Highly Cited Researcher</strong><span data-type-role="meta">Web of Science, 2026</span></div> 298 <div><strong data-type-role="item-title">President's Young Scientist Award</strong><span data-type-role="meta">Singapore, 2023</span></div> 299 <div><strong data-type-role="item-title">MIT Technology Review 35 Under 35</strong><span data-type-role="meta">Asia Pacific, 2023</span></div> 300 <div><strong data-type-role="item-title">IEEE CIS Outstanding Early Career Award</strong><span data-type-role="meta">2024</span></div> 301 <div><strong data-type-role="item-title">NAACL Social Impact Award</strong><span data-type-role="meta">2024</span></div> 302 <div><strong data-type-role="item-title">IEEE Intelligent Systems AI's 10 to Watch</strong><span data-type-role="meta">2022</span></div> 303 <div><strong data-type-role="item-title">IEEE CIM Outstanding Paper Award</strong><span data-type-role="meta">2021</span></div> 304 <div><strong data-type-role="item-title">Presidential Postdoctoral Fellowship</strong><span data-type-role="meta">NTU Singapore, 2018</span></div> 305</div> 306 307<p class="section-link" data-type-role="body"><a href="/activities/">Keynotes, editorial service, teaching, and other academic activities <i class="fa-solid fa-arrow-right" aria-hidden="true"></i></a></p> 308<p class="section-link" data-type-role="body"><a href="https://declare-lab.github.io/funded-projects/">Funded research projects at DeCLaRe <i class="fa-solid fa-arrow-up-right-from-square" aria-hidden="true"></i></a></p> 309<p class="section-link" data-type-role="body"><a href="https://scholar.google.com/citations?user=oS6gRc4AAAAJ&hl=en">Full research record on Google Scholar <i class="fa-solid fa-arrow-up-right-from-square" aria-hidden="true"></i></a></p> 310 311 </div> 312 </div> 313 </article> 314 315</div> 316 317 </main> 318 319 <footer class="site-footer"> 320 <div class="footer-inner"> 321 <p>© 2026 Soujanya Poria</p> 322 <p class="footer-links"> 323 <a href="/publications/">Publications</a> 324 <a href="/research/">Research</a> 325 <a href="/activities/">Activities</a> 326 <a href="https://declare-lab.github.io/" target="_blank" rel="noopener">DeCLaRe Lab</a> 327 <a href="mailto:[email protected]">Contact</a> 328 </p> 329 <p class="footer-side-project"> 330 <span>Side project</span> 331 <a href="https://soujanyaporia.github.io/math-for-primary/">Maths for SG Primary Schools</a> 332 <span>Interactive maths adventures for Primary 1â6.</span> 333 </p> 334 </div> 335</footer> 336 337 338
338<script src="/assets/declare-core/js/site.js?v=1790727239"></script>
338 339</body> 340</html>
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.