CNPekingSchool of Computer Science
Boxin ShiAssociate Professor with Tenure
Leads the Camera Intelligence Lab, researching computational photography, neuromorphic vision sensors and computer vision.
- Computational imaging & photography
- Accelerators, chips & architecture
- 2026240FPS stereo vision from monocular mixed spikesCVPR
- 2026340 FPS reflection-free video from spikes modulated by a rapidly rotating polarizerECCV
125 T1 · 138 papers · 26 members · 21 alumni CNPekingSchool of Computer Science
Leads research on database systems and large-scale machine learning systems, including distributed training and data management for AI.
- Efficient training & inference
- Distributed, cloud & edge systems
- Data management & big data
- 2026ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from ScratchACL
- 2026DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement LearningICML
118 T1 · 187 papers · 36 members · 64 alumni CNPekingCenter for Machine Learning Research
Researches data-centric machine learning, graph machine learning and ML systems.
- 2026AD-MIR: Bridging the Gap from Perception to Persuasion in Advertising Video Understanding via Structured ReasoningICML
- 2026AgenticOCR: Parsing Only What You Need for Efficient Retrieval-Augmented GenerationNeurIPS
115 T1 · 184 papers · Group size not listed CNPekingSchool of Computer Science
Researches machine learning and computer vision, including brain-inspired learning and embodied multimodal models.
- Vision-language & multimodal
- Embodied & active vision
- Multimodal & grounded language
- 2026Action-Sketcher: From Reasoning to Action via Visual Sketches for Robotic ManipulationCVPR
- 2026BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion ModelsICLR
110 T1 · 151 papers · Group size not listed CNPekingSchool of Computer Science
Leads research on visual information processing and neuromorphic vision, including the spike camera and spiking neural networks.
- Computational imaging & photography
- Accelerators, chips & architecture
- 20263D Gaussian Splatting from Unposed Spike StreamCVPR
- 2026Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting?AAAI
107 T1 · 155 papers · Group size not listed CNPekingInstitute for Artificial Intelligence
Researches reinforcement learning, multi-agent systems, AI alignment and embodied intelligence.
- Reinforcement learning
- Trustworthy & safe ML
- Planning, control & multi-robot systems
- 2026A Game-Theoretic Negotiation Framework for Cross-Cultural Consensus *ACL
- 2026AdaMAP: Learning Adaptive Multi-Action Prediction with Grounded Dreaming GuidanceNeurIPS
105 T1 · 137 papers · 6 members CNPekingInstitute for Artificial Intelligence
Researches machine learning, causal inference, trustworthy AI and large-model training and inference.
- Probabilistic & causal inference
- Trustworthy & safe ML
- Efficient training & inference
- 2026A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect EstimatorsICLR
- 2026Bayesian Causal Experimental Design for CATE Estimation under NoncomplianceNeurIPS
88 T1 · 123 papers · Group size not listed CNPekingSchool of Computer Science
Hao DongAssociate Professor with Tenure
Researches embodied AI and intelligent robots, with deep generative models and computer vision for robot manipulation.
- Manipulation & robot learning
- Robot perception & SLAM
- Generative & foundation models
- 2026A3D: Adaptive Affordance Assembly with Dual-Arm ManipulationAAAI
- 2026AT-VLA: Adaptive Tactile Injection for Enhanced Feedback Reaction in Vision-Language-Action ModelsCVPR
87 T1 · 120 papers · Group size not listed CNPekingSchool of Computer Science
Hao TangAssistant Professor / Researcher
Researches generative AI, world models, spatial intelligence and embodied AI with multimodal large models.
- Vision-language & multimodal
- Embodied & active vision
- Generative & foundation models
- 2026AllRestorer: All-in-One Transformer for Image Restoration under Composite DegradationsTPAMI
- 2026EvoVLA: Self-Evolving Vision-Language-Action ModelECCV
82 T1 · 103 papers · 8 members CNPekingWangxuan Institute of Computer Technology
Researches cross-media analysis and reasoning, image and video understanding and retrieval, and fine-grained recognition.
- Recognition, detection & segmentation
- Video understanding
- Reasoning & agents
- 2026AesFormer: Transform Everyday Photos into Beautiful MemoriesICML
- 2026Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive EvaluationICLR
82 T1 · 128 papers · 14 members · 43 alumni CNPekingSchool of Computer Science
Tong YangAssociate Professor
Researches data structures and sketches for network measurement and data stream mining, and accelerates machine learning algorithms.
- Time series, anomaly & spatio-temporal data
- 2026AlignSketch: A Framework for Aligning Theoretical and Practical Estimation ErrorsICDE
- 2026Beyond Parameter Arithmetic: Sparse Complementary Fusion for Distribution-Aware Model MergingNeurIPS
66 T1 · 104 papers · 10 members · 6 alumni CNPekingSchool of Electronic and Computer Engineering (Shenzhen Graduate School)
Leads the ADSP lab, researching computational audition, intelligent human-machine dialogue and data analytics.
- Data management & big data
- 2026BrushEdit: All-in-One Image Inpainting and EditingTPAMI
- 2026IC-Custom: Diverse Image Customization via In-Context LearningICLR
63 T1 · 91 papers · Group size not listed CNPekingInstitute for Artificial Intelligence
Researches graph machine learning, graph neural networks and graph foundation models, and efficient LLM architectures and reasoning.
- Graph learning
- Generative & foundation models
- Efficient training & inference
- 2026CanvasMAR: Improving Masked Autoregressive Video Prediction With CanvasNeurIPS
- 2026Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent ReasonerICML
61 T1 · 77 papers · 9 members · 4 alumni CNPekingInstitute for Artificial Intelligence
Researches brain-inspired computing and spiking neural networks.
- Computational neuroscience & cognition
- 2026CaRe-BN: Precise Moving Statistics for Stabilizing Spiking Neural Networks in Reinforcement LearningICLR
- 2026Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN ConversionAAAI
59 T1 · 83 papers · Group size not listed CNPekingSchool of Intelligence Science and Technology
Researches machine learning and deep learning, including adversarial robustness, graph learning and weakly supervised learning.
- Trustworthy & safe ML
- Graph learning
- 2026A Theoretical Framework for Masked Pretraining (MPT)JMLR
- 2026Autoregressive Models Rival Diffusion Models at ANY-ORDER GenerationICLR
57 T1 · 60 papers · 14 members · 6 alumni CNPekingSchool of Computer Science
Researches natural language processing and large language models, focusing on reasoning and interpretability of LLMs.
- Large language models
- Reasoning & agents
- Trustworthy & safe ML
- 2026AlignSAE: Concept-Aligned Sparse AutoencodersTMLR
- 2026Do Latent-CoT Models Think Step-by-Step? A Mechanistic Study on Sequential Reasoning TasksNeurIPS
50 T1 · 59 papers · Group size not listed CNPekingSchool of Intelligence Science and Technology
Researches machine learning, numerical optimization, pattern recognition and computer vision.
- Learning theory & optimization
- Recognition, detection & segmentation
- 2026Attention Sinks Induce Gradient Sinks: Massive Activations as Gradient Regulators in TransformersNeurIPS
- 2026Beyond Rational Illusion: Behaviorally Realistic Strategic ClassificationICML
47 T1 · 122 papers · 22 members · 41 alumni CNPekingWangxuan Institute of Computer Technology
Researches natural language processing and text mining, including text generation, summarization and LLM evaluation.
- Dialogue, generation & summarization
- Large language models
- 2026DecoCal: Decoding with Calibration in Diffusion Large Language ModelsACL
- 2026Dynamic Multimodal Evaluation via Knowledge-Enhanced Benchmark EvolutionICML
44 T1 · 74 papers · 9 members · 44 alumni CNPekingWangxuan Institute of Computer Technology
Researches machine learning and computer vision, including video understanding and efficient deep models.
- Video understanding
- Efficient training & inference
- 2026Adaptive Video Distillation: Mitigating Oversaturation and Temporal Collapse in Few-Step GenerationCVPR
- 2026CtrlCoMo: Controllable Co-Speech Motion Generation with Gesture-Action DisentanglementECCV
44 T1 · 57 papers · 13 members · 25 alumni CNPekingSchool of Intelligence Science and Technology
Researches computer graphics, 3D vision and visualization.
- Rendering & appearance
- Visualization & visual analytics
- 2026FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian SplattingICLR
- 2026Floating-Point Robustness in Parametric Surface Continuous Collision Detection: From Algorithm to BenchmarkingTOG
40 T1 · 58 papers · Group size not listed