SG NTUCollege of Computing and Data Science
Dacheng Tao Distinguished University Professor Applies statistics and mathematics to artificial intelligence, including computer vision, deep learning theory and large models.
2026 A Simple "Motivation" Can Enhance Reinforcement Finetuning of Large Reasoning Models ICLR 2026 AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization AAAI 346 T1501 papersGroup size not listed HK CUHKDepartment of Information Engineering Dec 1
Dahua Lin Associate Professor Works on computer vision and machine learning, including large-scale visual understanding and generative models.
2026 Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning ICLR 2026 Advancing Complex Video Object Segmentation via Progressive Concept Construction ICLR 179 T1210 papersGroup size not listed HK CUHKDepartment of Information Engineering Dec 1
Works on computer vision, pattern recognition and AI for science.
2026 $\beta $-DARTS++: Bi-Level Regularization for Proxy-Robust Differentiable Architecture Search TPAMI 2026 A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement ACL 162 T1214 papersGroup size not listed CN TsinghuaDepartment of Automation Feb 28
Jiwen Lu Associate Professor Works on computer vision, machine learning, AI security, and embodied intelligent systems.
2026 Alignment-Invertibility Regularization for Explainable Neural Networks TPAMI 2026 Astra: General Interactive World Model with Autoregressive Denoising ICLR 145 T1174 papers12 members36 alumniUS StanfordComputer Science Dec 8
Jiajun Wu Assistant Professor of Computer Science Studies physical scene understanding and multimodal perception for embodied agents and robots.
2026 AnyLift: Scaling Motion Reconstruction from Internet Videos via 2D Diffusion CVPR 2026 ART: Articulated Reconstruction Transformer CVPR 144 T1173 papers9 members24 alumniCN PekingSchool of Computer Science Jan 15
Boxin Shi Associate Professor with Tenure Leads the Camera Intelligence Lab, researching computational photography, neuromorphic vision sensors and computer vision.
2026 240FPS stereo vision from monocular mixed spikes CVPR 2026 340 FPS reflection-free video from spikes modulated by a rapidly rotating polarizer ECCV 125 T1138 papers26 members21 alumniSG NTUCollege of Computing and Data Science
Works on computer vision and deep learning, focusing on image and video restoration and enhancement, creative content generation and representation learning.
2026 4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere ICML 2026 AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation IJCV 117 T1130 papers12 members36 alumniCN TsinghuaDepartment of Automation Feb 28
Works on machine learning and visual information acquisition and processing, including video coding and computational imaging.
2026 Adaptive Nonlinear Compression for Large Foundation Models ICLR 2026 Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment AAAI 114 T1159 papersGroup size not listed CN ZhejiangCollege of Computer Science and Technology Feb 28
Leads the Visual Intelligence and Pattern Analysis (VIPA) group, working on computer vision and pattern analysis.
2026 Activation with Intrinsic-Extrinsic Consensus ICML 2026 Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction WWW 113 T1169 papers37 members99 alumniCN PekingSchool of Computer Science Jan 15
Researches machine learning and computer vision, including brain-inspired learning and embodied multimodal models.
2026 Action-Sketcher: From Reasoning to Action via Visual Sketches for Robotic Manipulation CVPR 2026 BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models ICLR 110 T1151 papersGroup size not listed CN ZhejiangCollege of Computer Science and Technology Feb 28
Researches computer vision and machine learning, including dense prediction, detection and segmentation, and vision foundation models.
2026 \(\pi^3\): permutation-equivariant visual geometry learning ICLR 2026 ACTIVE-O3: empowering multimodal large language models with active perception via GRPO ICML 109 T1116 papers15 members12 alumniCN PekingSchool of Computer Science Jan 15
Leads research on visual information processing and neuromorphic vision, including the spike camera and spiking neural networks.
2026 3D Gaussian Splatting from Unposed Spike Stream CVPR 2026 Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting? AAAI 107 T1155 papersGroup size not listed CH ETH ZurichComputer Science (D-INFK)
Researches computer vision, including 3D reconstruction, visual localization and mapping, and spatial perception for mixed reality and robotics.
2026 DROID-SLAM in the Wild CVPR 2026 From Indoor to Open World: Revealing the Spatial Reasoning Gap in MLLMs CVPR 106 T1119 papers24 members55 alumniCN 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 alumnusUS StanfordComputer Science Dec 8
Leonidas Guibas Paul Pigott Professor of Engineering Studies 3D geometric data analysis, shape understanding and 3D scene generation.
2026 DOT-Sim: Differentiable Optical Tactile Simulation with Precise Real-to-Sim Physical Calibration ICRA 2026 Dynamic Reflections: Probing Video Representations with Text Alignment ICLR 102 T1114 papersGroup size not listed GB ImperialDepartment of Computing Dec 1
Jiankang Deng Assistant Professor in Computing Directs the MVP Lab on multi-modal foundation models for visual, acoustic and tactile signals and generative modelling of the physical world.
2026 Beyond Description: Cognitively Benchmarking Fine-Grained Action for Embodied Agents ECCV 2026 CASteer: Cross-Attention Steering for Controllable Concept Erasure ICLR 97 T1107 papers6 members4 alumniUS UC BerkeleyElectrical Engineering and Computer Sciences Dec 1
Develops visual recognition algorithms and multimodal vision-language models.
2026 Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing CVPR 2026 Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens ECCV 92 T1114 papers11 members13 alumniCN TsinghuaTsinghua Shenzhen International Graduate School Feb 28
Works on computer vision, multimedia, and machine learning, including video object segmentation, detector distillation, and compatible representation learning.
2026 Enhancing Geometric Perception in VLMs via Translator-Guided Reinforcement Learning ICLR 2026 FlashVSR: Towards Real-time Diffusion-Based Streaming Video Super Resolution CVPR 82 T1129 papersGroup size not listed CN PekingSchool of Computer Science Jan 15
Hao Tang Assistant Professor / Researcher Researches generative AI, world models, spatial intelligence and embodied AI with multimodal large models.
2026 AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations TPAMI 2026 EvoVLA: Self-Evolving Vision-Language-Action Model ECCV 82 T1103 papers8 membersCN PekingWangxuan Institute of Computer Technology Jan 15
Researches cross-media analysis and reasoning, image and video understanding and retrieval, and fine-grained recognition.
2026 AesFormer: Transform Everyday Photos into Beautiful Memories ICML 2026 Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation ICLR 82 T1128 papers14 members43 alumni