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Yonghong Tian

Peking University, Beijing, School of Electronics Engineering and Computer Science, National Engineering Laboratory for Video Technology, China

44 papers at tracked venues · 42 at CORE A* · active 2024–2026

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Venues

CVPR ×10AAAI ×9NeurIPS ×8ACM MM ×4ICCV ×4ICLR ×3ACL ×2ICML ×2ECCV ×1IJCAI ×1

Frequent coauthors

Xinzi Cao
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Quanmin Liang
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Xiao Wang
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Zhenxian Liu
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Chenlin Zhou
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Chaoran Feng
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Wangbo Yu
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Liwei Huang
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Haoran Xu
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Yuyang Liu
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Liqin Luo
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Kaiwei Che
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Papers

  1. AscendKernelGen: LLM-Driven Kernel Generation for NPUs
    ACL 2026 ·
    Xinzi Cao
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  2. BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning
    ACL 2026 ·
    Yuyang Liu
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  3. Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning
    AAAI 2026 ·
    Liqin Luo
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  4. Parallel Training Time-to-First-Spike Spiking Neural Networks
    AAAI 2026 ·
    Kaiwei Che
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  5. Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models
    AAAI 2026 ·
    Zhenxian Liu
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  6. ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics
    AAAI 2026 ·
    Kaiwen Cheng
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  7. Spikingformer: A Key Foundation Model for Spiking Neural Networks
    AAAI 2026 ·
    Chenlin Zhou
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  8. AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes
    AAAI 2025 ·
    Chaoran Feng
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  9. ALLGCD: Leveraging All Unlabeled Data for Generalized Category Discovery
    ICCV 2025 ·
    Xinzi Cao
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  10. Asynchronous Collaborative Graph Representation for Frames and Events
    CVPR 2025 ·
    Dianze Li
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  11. Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
    NeurIPS 2025 ·
    Hao Li
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  12. DSF-Net: Dynamic Sparse Fusion of Event-RGB via Spike-Triggered Attention for High-Speed Detection
    ACM MM 2025 ·
    Dongyang Ma
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  13. E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras
    ACM MM 2025 ·
    Chaoran Feng
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  14. ESOD: Event-Based Small Object Detection
    ACM MM 2025 ·
    Quanmin Liang
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  15. Efficient Event Camera Data Pretraining with Adaptive Prompt Fusion
    ICCV 2025 ·
    Quanmin Liang
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  16. Evagaussians: Event Stream Assisted Gaussian Splatting from Blurry Images
    ICCV 2025 ·
    Wangbo Yu
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  17. From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors Via LLM-guided Symbolic Reasoning
    ICCV 2025 ·
    Yuhui Zeng
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  18. GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation
    NeurIPS 2025 ·
    Yuchen Li
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  19. HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene Generation
    ACM MM 2025 ·
    Haiyang Zhou
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  20. Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body
    CVPR 2025 ·
    Zeqing Wang
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  21. Multimodal Quantitative Language for Generative Recommendation
    ICLR 2025 ·
    Jianyang Zhai
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  22. Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
    NeurIPS 2025 ·
    Peng Xue
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  23. Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset
    CVPR 2025 ·
    Xiao Wang
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  24. PiCO: Peer Review in LLMs based on Consistency Optimization
    ICLR 2025 ·
    Kun-Peng Ning
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  25. RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing
    CVPR 2025 ·
    Zhipeng Huang
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  26. Self-Supervised Learning for Color Spike Camera Reconstruction
    CVPR 2025 ·
    Yanchen Dong
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  27. Spike4DGS: Towards High-Speed Dynamic Scene Rendering with 4D Gaussian Splatting via a Spike Camera Array
    NeurIPS 2025 ·
    Qinghong Ye
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  28. Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
    NeurIPS 2025 ·
    Liwei Huang
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  29. VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning
    CVPR 2025 ·
    Haoran Xu
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  30. Visual Reinforcement Learning with Residual Action
    AAAI 2025 ·
    Zhenxian Liu
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  31. When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
    ICML 2025 ·
    Dong Xiao
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  32. Adaptive Discovering and Merging for Incremental Novel Class Discovery
    AAAI 2024 ·
    Guangyao Chen
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  33. DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning
    CVPR 2024 ·
    Haoran Xu
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  34. Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion
    IJCAI 2024 ·
    Quanmin Liang
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  35. Event Stream-Based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
    CVPR 2024 ·
    Xiao Wang
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  36. Event-Based Visible and Infrared Fusion via Multi-Task Collaboration
    CVPR 2024 ·
    Mengyue Geng
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  37. HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
    AAAI 2024 ·
    Xiao Wang
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  38. HiFi-123: Towards High-Fidelity One Image to 3D Content Generation
    ECCV 2024 ·
    Wangbo Yu
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  39. High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
    ICML 2024 ·
    Jiakui Hu
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  40. Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
    NeurIPS 2024 ·
    Liwei Huang
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  41. QKFormer: Hierarchical Spiking Transformer using Q-K Attention
    NeurIPS 2024 ·
    Chenlin Zhou
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  42. Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
    NeurIPS 2024 ·
    Yangru Huang
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  43. Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
    CVPR 2024 ·
    Xinzi Cao
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  44. Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
    ICLR 2024 ·
    Man Yao
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