CN SJTUSchool of Artificial Intelligence May 31
Works on AI for media and healthcare, including medical foundation models.
2026 Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs ACL 2026 GenMask: Adapting DiT for Segmentation via Direct Mask Generation CVPR 119 T1180 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Yulun Zhang Tenured Track Associate Professor Works on image and video restoration, including super-resolution.
2026 Accelerating Rectified Flow Models via Trajectory-Aware Caching NeurIPS 2026 AdaSVD: Adaptive Singular Value Decomposition for Large Language Models CVPR 106 T1117 papers15 members1 alumnusCN SJTUSchool of Computer Science May 31
Guihai Chen Distinguished Professor Works on computer networks, wireless sensor networks and distributed computing, and leads the Institute of Advanced Network whose recent work spans data…
2026 Accelerating Complex Event Recognition via Range Bitmap-Based Indexes With Window-Wise Filtering TKDE 2026 AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization AAAI 105 T1291 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Xie Chen Tenured Track Associate Professor Works on speech recognition, speech synthesis and audio language models in the X-LANCE lab.
2026 AHAMask: Reliable Task Specification for Large Audio Language Models without Instructions AAAI 2026 Anonymization, Not Elimination: Utility-Preserved Speech Anonymization TASLP 90 T1123 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Fan Wu Distinguished Professor Works on mobile intelligence such as on-device machine learning and crowdsensing, algorithmic network economics and data pricing and protection.
2026 A Creator-Aware Recommendation System for Content Platforms WWW 2026 Auction design with ex post ROI constraints Artificial Intelligence 86 T1161 papers6 membersCN SJTUSchool of Computer Science May 31
Yanmin Qian Distinguished Professor Works on speech recognition, speaker recognition, speech separation and auditory AI.
2026 2025 URGENT Speech Enhancement Challenge Multilingual P.808 Listening Tests: Approach and Results ICASSP 2026 A Data-Centric Approach to Generalizable Speech Deepfake Detection ACL 85 T1139 papers11 members11 alumniCN SJTUSchool of Artificial Intelligence May 31
Works on AI and its applications in healthcare.
2026 A knowledge-driven framework for predicting single-cell responses for unprofiled drugs Nature Machine Intelligence 2026 An agentic system for rare disease diagnosis with traceable reasoning Nature 78 T1109 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Works on parallel and cloud computing and compilers, with recent work on accelerating LLMs through hardware-friendly quantization (OliVe) and deep learning…
2026 Accelerating MoE with Dynamic In-Switch Computing on Multi-GPUs ISCA 2026 Arena: Efficiently Training Large Models via Dynamic Scheduling and Adaptive Parallelism Co-Design EuroSys 74 T1217 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Lizhuang Ma Distinguished Professor Directs the Digital Media and Computer Vision Laboratory, working on computer vision, digital media and computer animation.
2026 Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection CVPR 2026 Cycle-World: Mitigating Error Accumulation in Long-Term Video World Models via Reverse-Prediction Cycle Consistency ECCV 73 T1103 papers29 members88 alumniCN SJTUSchool of Artificial Intelligence May 31
Works on compression and acceleration of AI models and data, including self-distillation.
2026 Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles ICLR 2026 Accelerating Diffusion Transformers with Gaussian Process Rectified Feature Cache ECCV 71 T189 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Yong Yu Distinguished Professor Leads the APEX Data & Knowledge Management Lab, working on machine learning, data mining and recommender systems.
2026 A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage ACL 2026 A Survey of Large Language Model-Based Search Agents ACL 69 T1110 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Xiaohong Liu Tenured Track Associate Professor Works on computer vision and multimedia processing, including image and video generation and quality assessment.
2026 114. [AAAI] Scaling-up Perceptual Video Quality Assessment AAAI 2026 115. [AAAI] HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence AAAI 67 T1128 papersGroup size not listed CN SJTUDepartment of Automation May 31
Hesheng Wang Tang Jun Yuan Chair Professor Works on intelligent robots, embodied AI, autonomous vehicles and machine vision, directing the Intelligent Robotics and Machine Vision Lab.
2026 A Shared Control Framework for Mobile Robots with Planning-Level Intention Prediction T-RO 2026 ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting ICLR 64 T1113 papers103 members87 alumniCN SJTUSchool of Artificial Intelligence May 31
Works on collaborative perception for autonomous driving, multi-agent systems and graph signal processing.
2026 AgentFold: Long-Horizon Web Agents with Proactive Context Folding ICLR 2026 Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling TPAMI 60 T183 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Works on reinforcement learning, agentic AI and physical AI, focusing on foundation models for physical agents.
2025 Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems SIGIR 2025 AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems NeurIPS 58 T171 papersGroup size not listed CN SJTUSchool of Integrated Circuits (Information and Electronic Engineering) May 31
Works on multimedia signal processing, including image and video quality assessment, enhancement and visual attention prediction.
2026 Adapter Shield: A Unified Framework with Built-In Authentication for Preventing Unauthorized Zero-Shot Image-to-Image Generation CVPR 2026 AesGI-Bench: Benchmarking and Evaluating the Aesthetic Quality of AI-Generated Images via Large Multimodal Models NeurIPS 57 T1150 papers17 members6 alumniCN SJTUSchool of Computer Science May 31
Ran Yi Tenured Track Associate Professor Works on computer graphics and intelligent generation of visual media.
2026 Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection CVPR 2026 Breaking Manifold Continuity: Vector Quantized Modeling for Real-Centric Deepfake Detection ICML 52 T172 papersGroup size not listed CN SJTUSchool of Artificial Intelligence May 31
Works on embodied intelligence, computer vision and robot learning, leading the MVIG lab.
2025 Arti-PG: A Toolbox for Procedurally Synthesizing Large-Scale and Diverse Articulated Objects with Rich Annotations ICCV 2025 CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation ICRA 50 T164 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Weiwen Liu Tenured Track Associate Professor Works on large language models and recommendation algorithms in the APEX Data & Knowledge Management Lab.
2026 A Survey of Large Language Model-Based Search Agents ACL 2026 ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web ACL 49 T170 papersGroup size not listed CN SJTUSchool of Computer Science May 31
Works on computer vision, including object detection and tracking for autonomous driving, vision-language understanding, image restoration and AIGC.
2026 Aggregating Cross-Domain Knowledge via Learnable Tokens for Multi-Teacher Distillation ECCV 2026 Efficient and High-Quality Depth Estimation via Pixel-Space Diffusion with Linear Attention ECCV 48 T156 papers13 members23 alumni