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4</head><body><div class="navbar bg-white"><div data-animation="default" data-collapse="medium" data-duration="400" data-easing="ease" data-easing2="ease" role="banner" class="navbar-wrapper w-nav"><div class="navbar-content"><a href="/" class="w-nav-brand"><div class="text-block-4"><strong class="bold-text-2">Hanrui Wang</strong></div></a><nav role="navigation" class="nav-menu-wrapper w-nav-menu"><ul role="list" class="nav-menu-content bg-white w-list-unstyled"><li><a href="/" class="nav-link">About</a></li><li><a href="/news" class="nav-link">News</a></li><li><a href="/publications" aria-current="page" class="nav-link w--current">Publications</a></li><li><a href="/awards" class="nav-link">Awards</a></li><li><a href="/media" class="nav-link">Media</a></li><li><a href="/gallery" class="nav-link">Gallery</a></li></ul></nav><div class="nav-menu-button w-nav-button"><div class="nav-menu-icon w-icon-nav-menu"></div></div></div></div></div><address class="hero"><h1 class="hero-heading">Efficient AI Computing<br/></h1></address><section class="section"><div class="w-layout-blockcontainer content-container w-container"><h1>Publications</h1><div class="w-dyn-list"><div role="list" class="w-dyn-items"><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/occult" class="text-lightblack w-inline-block"><h4 class="text-title publication">Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference</h4></a><div id="authors-script">Shuqing Luo, Pingzhi Li, Jie Peng, Hanrui Wang, Yang (Katie) Zhao, Yu (Kevin) Cao, Yu Cheng, Tianlong Chen </div><div>ICML 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/qplacer-frequency-aware-component-placement-for-superconducting-quantum-computers" class="text-lightblack w-inline-block"><h4 class="text-title publication">Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers</h4></a><div id="authors-script">Junyao Zhang, Hanrui Wang, Qi Ding, Jiaqi Gu, Reouven Assouly, William D Oliver, Song Han, Kenneth R Brown, Hai Li, Yiran Chen</div><div>ISCA 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/workforceagent-r1" class="text-lightblack w-inline-block"><h4 class="text-title publication">WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning</h4></a><div id="authors-script">Yuchen Zhuang, Di Jin, Jiaao Chen, Wenqi Shi, Hanrui Wang, Chao Zhang</div><div>arxiv 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/qgdp" class="text-lightblack w-inline-block"><h4 class="text-title publication">qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers</h4></a><div id="authors-script">Junyao Zhang, Guanglei Zhou, Feng Cheng, Jonathan Ku, Qi Ding, Jiaqi Gu, Hanrui Wang, Hai Li, Yiran Chen</div><div>DATE 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/efficient-quantum-gradient" class="text-lightblack w-inline-block"><h4 class="text-title publication">Efficient Quantum Gradient and Higher-Order Derivative Estimation via Generalized Hadamard Test</h4></a><div id="authors-script">Dantong Li, Dikshant Dulal, Mykhailo Ohorodnikov, Hanrui Wang, Yongshan Ding</div><div>arxiv 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/artificial-intelligence-for-quantum-computing" class="text-lightblack w-inline-block"><h4 class="text-title publication">Artificial Intelligence for Quantum Computing</h4></a><div id="authors-script">Yuri Alexeev, Marwa H. Farag, Taylor L. Patti, Mark E. Wolf, Natalia Ares, Alán Aspuru-Guzik, Simon C. Benjamin, Zhenyu Cai, Zohim Chandani, Federico Fedele, Nicholas Harrigan, Jin-Sung Kim, Elica Kyoseva, Justin G. Lietz, Tom Lubowe, Alexander McCaskey, Roger G. Melko, Kouhei Nakaji, Alberto Peruzzo, Sam Stanwyck, Norm M. Tubman, Hanrui Wang, Timothy Costa</div><div>arxiv 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/hexa-moe" class="text-lightblack w-inline-block"><h4 class="text-title publication">HEXA-MoE: Efficient and Heterogeneous-aware MoE Acceleration with ZERO Computation Redundancy</h4></a><div id="authors-script">Shuqing Luo, Jie Peng, Pingzhi Li, Hanrui Wang, Tianlong Chen</div><div>arxiv 2025</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/atomique" class="text-lightblack w-inline-block"><h4 class="text-title publication">Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays</h4></a><div id="authors-script">Hanrui Wang, Pengyu Liu, Daniel Bochen Tan, Yilian Liu, Jiaqi Gu, David Z. Pan, Jason Cong, Umut A. Acar, Song Han</div><div>ISCA 2024</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/q-pilot" class="text-lightblack w-inline-block"><h4 class="text-title publication">Q-Pilot: Field Programmable Qubit Array Compilation with Flying Ancillas</h4></a><div id="authors-script">Hanrui Wang, Daniel Bochen Tan, Pengyu Liu, Yilian Liu, Jiaqi Gu, Jason Cong, Song Han</div><div>DAC 2024</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/napa" class="text-lightblack w-inline-block"><h4 class="text-title publication">NAPA: Intermediate-level Variational Native-pulse Ansatz for Variational Quantum Algorithms</h4></a><div id="authors-script">Zhiding Liang, Jinglei Cheng, Hang Ren, Hanrui Wang, Fei Hua, Yongshan Ding, Fred Chong, Song Han, Yiyu Shi, Xuehai Qian</div><div>TCAD 2024</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/lightening-transformer" class="text-lightblack w-inline-block"><h4 class="text-title publication">Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator</h4></a><div id="authors-script">Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T Chen, David Z Pan</div><div>HPCA 2024</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/sncqa" class="text-lightblack w-inline-block"><h4 class="text-title publication">SnCQA: A Hardware-Efficient Equivariant Quantum Convolutional Circuit Architecture</h4></a><div id="authors-script">Han Zheng, Gokul Subramanian Ravi, Christopher Kang, Hanrui Wang, Kanav Setia, Frederic T Chong, Junyu Liu</div><div>QCE 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/disq" class="text-lightblack w-inline-block"><h4 class="text-title publication">
4DISQ: Dynamic Iteration Skipping for Variational Quantum Algorithms</h4></a><div id="authors-script">Junyao Zhang, Hanrui Wang, Gokul Subramanian Ravi, Frederic T Chong, Song Han, Frank Mueller, Yiran Chen</div><div>QCE 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/qucs" class="text-lightblack w-inline-block"><h4 class="text-title publication">QuCS: A Lecture Series on Quantum Computer Software and System</h4></a><div id="authors-script">Zhiding Liang, Hanrui Wang</div><div>QCE 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/spatten-chip" class="text-lightblack w-inline-block"><h4 class="text-title publication">SpAtten-Chip: A Fully-Integrated Energy-Scalable Transformer Accelerator Supporting Adaptive Model Configuration and Word Elimination for Language Understanding on Edge Devices</h4></a><div id="authors-script">Zexi Ji*, Hanrui Wang*, Miaorong Wang, Win-San Khwa, Meng-Fan Chang, Song Han, Anantha P Chandrakasan</div><div>ISLPED 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/gate-pulse" class="text-lightblack w-inline-block"><h4 class="text-title publication">Hybrid Gate-Pulse Model for Variational Quantum Algorithms</h4></a><div id="authors-script">Zhiding Liang, Zhixin Song, Jinglei Cheng, Zichang He, Ji Liu, Hanrui Wang, Ruiyang Qin, Yiru Wang, Song Han, Xuehai Qian, Yiyu Shi</div><div>DAC 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/ml-blood-pressure" class="text-lightblack w-inline-block"><h4 class="text-title publication">Machine Learning for Arterial Blood Pressure Prediction</h4></a><div id="authors-script">Jessica Zheng*, Hanrui Wang*, Anand Chandrasekhar, Aaron D Aguirre, Song Han, Hae-Seung Lee, Charles G Sodini</div><div>CHIL 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/quantum-antivirus" class="text-lightblack w-inline-block"><h4 class="text-title publication">Design of Quantum Computer Antivirus</h4></a><div id="authors-script">Sanjay Deshpande, Chuanqi Xu, Theodoros Trochatos, Hanrui Wang, Ferhat Erata, Song Han, Yongshan Ding, Jakub Szefer</div><div>HOST 2023</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/quest" class="text-lightblack w-inline-block"><h4 class="text-title publication">QuEst: Graph Transformer for Quantum Circuit Reliability Estimation</h4></a><div id="authors-script">Hanrui Wang, Pengyu Liu, Jinglei Cheng, Zhiding Liang, Jiaqi Gu, Zirui Li, Yongshan Ding, Weiwen Jiang, Yiyu Shi, Xuehai Qian, David Z Pan, Frederic T Chong, Song Han</div><div>ICCAD 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/pulse-learning" class="text-lightblack w-inline-block"><h4 class="text-title publication">Variational Quantum Pulse Learning</h4></a><div id="authors-script">Zhiding Liang*, Hanrui Wang*, Jinglei Cheng, Yongshan Ding, Hang Ren, Xuehai Qian, Song Han, Weiwen Jiang, Yiyu Shi</div><div>QCE 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/robustanalog" class="text-lightblack w-inline-block"><h4 class="text-title publication">RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL</h4></a><div id="authors-script">Wei Shi*, Hanrui Wang*, Jiaqi Gu, Mingjie Liu, David Pan, Song Han, Nan Sun</div><div>MLCAD 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/deepvs" class="text-lightblack w-inline-block"><h4 class="text-title publication">DeepVS: a deep learning approach for RF-based vital signs sensing</h4></a><div id="authors-script">Zongxing Xie, Hanrui Wang, Song Han, Elinor Schoenfeld, Fan Ye</div><div>ACM-BCB 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/qoc" class="text-lightblack w-inline-block"><h4 class="text-title publication">QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning</h4></a><div id="authors-script">Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, Yujun Lin, David Z. Pan, Frederic T. Chong, Song Han</div><div>DAC 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/quantumnat" class="text-lightblack w-inline-block"><h4 class="text-title publication">QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization</h4></a><div id="authors-script">Hanrui Wang, Jiaqi Gu, Yongshan Ding, Zirui Li, David Z. Pan, Frederic T. Chong, Song Han</div><div>DAC 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/ram-sar" class="text-lightblack w-inline-block"><h4 class="text-title publication">RaM-SAR: A Low Energy and Area Overhead, 11.3fJ/conv.-step 12b 25MS/s Secure Random-Mapping SAR ADC with Power and EM Side-channel Attack Resilience</h4></a><div id="authors-script">Ruicong Chen, Hanrui Wang, Anantha Chandrakasan, Hae-Seung Lee</div><div>VLSI-C 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/quantumnas" class="text-lightblack w-inline-block"><h4 class="text-title publication">QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits</h4></a><div id="authors-script">Hanrui Wang, Yongshan Ding, Jiaqi Gu, Zirui Li, Yujun Lin, David Z. Pan, Frederic T. Chong, Song Han</div><div>HPCA 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/efficiency-deep-learning-survey" class="text-lightblack w-inline-block"><h4 class="text-title publication">Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications</h4></a><div id="authors-script">Han Cai*, Ji Lin*, Yujun Lin*, Zhijian Liu*, Haotian Tang*, Hanrui Wang*, Ligeng Zhu*, Song Han</div><div>TODAES 2022</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/pointacc" class="text-lightblack w-inline-block"><h4 class="text-title publication">PointAcc: Efficient Point Cloud Accelerator</h4></a><div id="authors-script">Yujun Lin, Zhekai Zhang, Haotian Tang, Hanrui Wang, Song Han</div><div>MICRO 2021</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/spatten" class="text-lightblack w-inline-block"><h4 class="text-title publication">SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning</h4></a><div id="authors-script">Hanrui Wang, Zhekai Zhang, Song Han</div><div>HPCA 2021</div></div><div role="listitem" class="hover-scale w-dyn-item">
4<a href="/projects/spvnas" class="text-lightblack w-inline-block"><h4 class="text-title publication">Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution</h4></a><div id="authors-script">Haotian Tang*, Zhijian Liu*, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han</div><div>ECCV 2020</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/gcn-rl-circuit-designer" class="text-lightblack w-inline-block"><h4 class="text-title publication">GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning</h4></a><div id="authors-script">Hanrui Wang, Kuan Wang, Jiacheng Yang, Linxiao Shen, Nan Sun, Hae-Seung Lee, Song Han</div><div>DAC 2020</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/apq" class="text-lightblack w-inline-block"><h4 class="text-title publication">APQ: Joint Search for Nerwork Architecture, Pruning and Quantization Policy</h4></a><div id="authors-script">Tianzhe Wang, Kuan Wang, Han Cai, Ji Lin, Zhijian Liu, Hanrui Wang, Yujun Lin, Song Han</div><div>CVPR 2020</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/sparch" class="text-lightblack w-inline-block"><h4 class="text-title publication">SpArch: Efficient Architecture for Sparse Matrix Multiplication</h4></a><div id="authors-script">Zhekai Zhang*, Hanrui Wang*, Song Han, William J. Dally</div><div>HPCA 2020</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/hat" class="text-lightblack w-inline-block"><h4 class="text-title publication">HAT: Hardware-Aware Transformers for Efficient Natural Language Processing</h4></a><div id="authors-script">Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan, Song Han</div><div>ACL 2020</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/park" class="text-lightblack w-inline-block"><h4 class="text-title publication">Park: An Open Platform for Learning-Augmented Computer Systems</h4></a><div id="authors-script">Hongzi Mao, Parimarjan Negi, Akshay Narayan, Hanrui Wang, Jiacheng Yang, Haonan Wang, Ryan Marcus, Mehrdad Khani Shirkoohi, Songtao He, Vikram Nathan, Frank Cangialosi, Shaileshh Venkatakrishnan, Wei-Hung Weng, Song Han, Tim Kraska, Mohammad Alizadeh</div><div>NeurIPS 2019</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/learning-to-design-circuits" class="text-lightblack w-inline-block"><h4 class="text-title publication">Learning to Design Circuits</h4></a><div id="authors-script">Hanrui Wang*, Jiacheng Yang*, Hae-Seung Lee, Song Han</div><div>NIPS 2019 MLSys Workshop</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/amc" class="text-lightblack w-inline-block"><h4 class="text-title publication">AMC: AutoML for Model Compression and Acceleration on Mobile Devices</h4></a><div id="authors-script">Yihui He*, Ji Lin*, Zhijian Liu, Hanrui Wang, Li-Jia Li, and Song Han</div><div>ECCV 2018</div></div><div role="listitem" class="hover-scale w-dyn-item"><a href="/projects/fpgas-gpus" class="text-lightblack w-inline-block"><h4 class="text-title publication">Understanding Performance Differences of FPGAs and GPUs</h4></a><div id="authors-script">Jason Cong, Zhenman Fang, Michael Lo, Hanrui Wang, Jingxian Xu, Shaochong Zhang</div><div>FCCM 2018</div></div></div></div></div></section><section class="footer"><div class="footer-menu-wrapper"><a href="/" class="w-inline-block"><div class="text-block-4"><strong class="bold-text-2">Hanrui Wang</strong></div></a><div><div class="w-embed w-script"><p>&copy; Hanrui Wang.
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