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 alumniCN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on large language models, knowledge graphs and semantic computing, and computational social science.
2026 APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ACL 2026 AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage ACL 133 T1203 papers24 members27 alumniCN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on natural language processing, large models, Chinese information processing, and computing for the humanities and arts.
2026 A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task ACL 2026 AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage ACL 122 T1190 papers48 members123 alumniCN TsinghuaDepartment of Electronic Engineering Feb 28
Works on urban science and computing, AI for spatio-temporal and mobility data, and large-model agents for social simulation.
2026 AgentSwift： Efficient LLM Agent Design via Value-guided Hierarchical Search AAAI 2026 Artificial intelligence tools expand scientists' impact but contract science's focus Nature 122 T1175 papers53 members72 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 TsinghuaDepartment of Computer Science and Technology Feb 28
Works on database systems, human-machine collaborative crowd computing, spatio-temporal data processing, and the fusion of AI and databases.
2026 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index VLDB 2026 AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora SIGMOD 84 T1102 papers15 members32 alumniCN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on natural language processing and machine translation.
2026 An Equivariant Pretrained Transformer for Unified Geometric Learning on Multi-Domain 3D Molecules Nature Communications 2026 Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty ACL 84 T1120 papers18 members35 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 TsinghuaDepartment of Computer Science and Technology Feb 28
Works on multimedia information processing and big-data analysis, and leads the large-scale intelligent information processing team.
2026 Adaptive Mixture of Disentangled Experts for Dynamic Graph Out-of-Distribution Generalization ICLR 2026 Beyond Graph Distribution Shifts: LLMs, Adaptation, and Generalization KDD 79 T1133 papersGroup size not listed CN TsinghuaDepartment of Computer Science and Technology Feb 28
Hang Su Associate Professor Works on trustworthy and explainable AI, adversarial robustness, computer vision, and reinforcement learning.
2026 A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents TPAMI 2026 AEMIM: Adversarial Examples Meet Masked Image Modeling IJCV 73 T1103 papersGroup size not listed CN TsinghuaTsinghua Shenzhen International Graduate School Feb 28
Works on computer vision, including video understanding, following a PhD in computer vision.
2026 AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent ICLR 2026 Decomposed Structural Pattern Banks for Efficient Screen Content Image Super-Resolution TIP 71 T189 papersGroup size not listed CN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on web information retrieval, user behavior analysis for search, and natural language processing.
2026 Analytical Search SIGIR 2026 Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation AAAI 70 T192 papers36 members41 alumniCN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on graph machine learning, network embedding, pre-trained graph and language models, and social network mining.
2026 ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents ICLR 2026 GSPNet: Graph Spectral Projection Network Using Learnable Spectral Transformation TPAMI 70 T182 papers12 membersCN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on natural language processing, including dialogue systems, language generation, question answering, and sentiment analysis.
2026 BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs ICLR 2026 Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen ICLR 68 T189 papersGroup size not listed CN TsinghuaDepartment of Automation Feb 28
Works on 3D vision, computational photography, digital human reconstruction and synthesis, and markerless motion capture.
2026 4DEquine: Disentangling Motion and Appearance for 4D Equine Reconstruction from Monocular Video CVPR 2026 AniMer+: Unified Pose and Shape Estimation Across Mammalia and Aves via Family-Aware Transformer TPAMI 68 T188 papersGroup size not listed CN TsinghuaDepartment of Automation Feb 28
Works on brain-inspired AI, computer vision, pattern recognition, and machine learning.
2026 CAIT: Triple-Win Compression Toward High Accuracy, Fast Inference, and Favorable Transferability for ViTs TPAMI 2026 ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation TIP 66 T1182 papersGroup size not listed CN TsinghuaInstitute for Interdisciplinary Information Sciences (IIIS) Feb 28
Hang Zhao Assistant Professor Works on computer vision, multimodal machine learning, autonomous driving, and robotics.
2026 ActionCodec: What Makes for Good Action Tokenizers CoRL 2026 Coarse-to-Control: Action-Token Planning for Vision-Language-Action Models CoRL 65 T176 papers16 members4 alumniCN TsinghuaDepartment of Computer Science and Technology Feb 28
Xin Wang Associate Professor Works on multimedia intelligence, media big-data analysis, and machine learning, including automated and curriculum learning.
2026 Adaptive Mixture of Disentangled Experts for Dynamic Graph Out-of-Distribution Generalization ICLR 2026 Continual-GraphLLM: Dynamic Graph Large Language Model with Invariance Regularized Adaptive Multi-Scale Experts KDD 62 T1130 papersGroup size not listed CN TsinghuaDepartment of Automation Feb 28
Works on speech processing, affective computing, and multimodal information fusion.
2026 AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026 Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models ACL 59 T1151 papersGroup size not listed CN TsinghuaDepartment of Computer Science and Technology Feb 28
Works on intelligent control, robot and aircraft navigation and control, and perception for artificial cognitive systems.
2026 All-in-One Image Restoration via Causal-Deconfounding Wavelet-Disentangled Prompt Network TIP 2026 Behavior Regularization with Flow Latent Policy for Offline Reinforcement Learning AAAI 58 T1182 papersGroup size not listed