PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-2978-5935 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Li Yuan
×10
Peixi Peng
×8
Zhengyu Ma
×7
Wangbo Yu
×7
Xiawu Zheng
×6
Wei Zhang
×6
Feidiao Yang
×5
Guangyao Chen
×5
Huihui Zhou
×5
Xinzi Cao
×4
Yangru Huang
×4
Liutao Yu
×4

Papers

  1. AscendKernelGen: LLM-Driven Kernel Generation for NPUs
    ACL 2026 ·
    Xinzi Cao
    ,
    Jianyang Zhai
    ,
    Pengfei Li
    ,
    Zhiheng Hu
    ,
    Cen Yan
    ,
    Bingxu Mu
    ,
    Guanghuan Fang
    ,
    Bin She
    ,
    Jiayu Li
    ,
    Yihan Su
    ,
    Dongyang Tao
    ,
    Feidiao Yang
    ,
    Chang-Dong Wang
    ,
    Yutong Lu
    ,
    Weicheng Xue
    ,
    Bin Zhou
    , Yonghong Tian
  2. BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning
    ACL 2026 ·
    Yuyang Liu
    ,
    Jingya Wang
    ,
    Liuzhenghao Lv
    , Yonghong Tian
  3. Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning
    AAAI 2026 ·
    Liqin Luo
    ,
    Guangyao Chen
    ,
    Xiawu Zheng
    ,
    Yongxing Dai
    ,
    Yixiong Zou
    , Yonghong Tian
  4. Parallel Training Time-to-First-Spike Spiking Neural Networks
    AAAI 2026 ·
    Kaiwei Che
    ,
    Wei Fang
    ,
    Peng Xue
    ,
    Yifan Huang
    ,
    Zhengyu Ma
    , Yonghong Tian
  5. Perceiving the Knowledge Boundary: Uncertainty-Guided Exploration and Imagination for World Models
    AAAI 2026 ·
    Zhenxian Liu
    ,
    Peixi Peng
    ,
    Yangru Huang
    , Yonghong Tian
  6. ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics
    AAAI 2026 ·
    Kaiwen Cheng
    ,
    Yutian Liu
    ,
    Zhiwei Nie
    ,
    Mujie Lin
    ,
    Yanzhen Hou
    ,
    Yiheng Tao
    ,
    Chang Liu
    ,
    Jie Chen
    ,
    Youdong Mao
    , Yonghong Tian
  7. Spikingformer: A Key Foundation Model for Spiking Neural Networks
    AAAI 2026 ·
    Chenlin Zhou
    ,
    Liutao Yu
    ,
    Zhaokun Zhou
    ,
    Han Zhang
    ,
    Jiaqi Wang
    ,
    Huihui Zhou
    ,
    Zhengyu Ma
    , Yonghong Tian
  8. AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes
    AAAI 2025 ·
    Chaoran Feng
    ,
    Wangbo Yu
    ,
    Xinhua Cheng
    ,
    Zhenyu Tang
    ,
    Junwu Zhang
    ,
    Li Yuan
    , Yonghong Tian
  9. ALLGCD: Leveraging All Unlabeled Data for Generalized Category Discovery
    ICCV 2025 ·
    Xinzi Cao
    ,
    Ke Chen
    ,
    Feidiao Yang
    ,
    Xiawu Zheng
    , Yonghong Tian,
    Yutong Lu
  10. Asynchronous Collaborative Graph Representation for Frames and Events
    CVPR 2025 ·
    Dianze Li
    ,
    Jianing Li
    ,
    Xu Liu
    ,
    Xiaopeng Fan
    , Yonghong Tian
  11. Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
    NeurIPS 2025 ·
    Hao Li
    ,
    He Cao
    ,
    Bin Feng
    ,
    Daniel Shao
    ,
    Robert Tang
    ,
    Zhiyuan Yan
    , Yonghong Tian,
    Li Yuan
    ,
    Yu Li
  12. DSF-Net: Dynamic Sparse Fusion of Event-RGB via Spike-Triggered Attention for High-Speed Detection
    ACM MM 2025 ·
    Dongyang Ma
    ,
    Zhengyu Ma
    ,
    Wei Zhang
    , Yonghong Tian
  13. E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras
    ACM MM 2025 ·
    Chaoran Feng
    ,
    Zhenyu Tang
    ,
    Wangbo Yu
    ,
    Yatian Pang
    ,
    Yian Zhao
    ,
    Jianbin Zhao
    ,
    Li Yuan
    , Yonghong Tian
  14. ESOD: Event-Based Small Object Detection
    ACM MM 2025 ·
    Quanmin Liang
    ,
    Jinyi Lu
    ,
    Qiang Li
    ,
    Shuai Liu
    ,
    Zhihao Zhao
    ,
    Yinzheng Zhao
    ,
    Wei Zhang
    ,
    Kai Huang
    , Yonghong Tian
  15. Efficient Event Camera Data Pretraining with Adaptive Prompt Fusion
    ICCV 2025 ·
    Quanmin Liang
    ,
    Qiang Li
    ,
    Shuai Liu
    ,
    Xinzi Cao
    ,
    Jinyi Lu
    ,
    Feidiao Yang
    ,
    Wei Zhang
    ,
    Kai Huang
    , Yonghong Tian
  16. Evagaussians: Event Stream Assisted Gaussian Splatting from Blurry Images
    ICCV 2025 ·
    Wangbo Yu
    ,
    Chaoran Feng
    ,
    Jianing Li
    ,
    Jiye Tang
    ,
    Jiashu Yang
    ,
    Zhenyu Tang
    ,
    Meng Cao
    ,
    Xu Jia
    ,
    Yuchao Yang
    ,
    Li Yuan
    , Yonghong Tian
  17. From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors Via LLM-guided Symbolic Reasoning
    ICCV 2025 ·
    Yuhui Zeng
    ,
    Haoxiang Wu
    ,
    Wenjie Nie
    ,
    Guangyao Chen
    ,
    Xiawu Zheng
    ,
    Yunhang Shen
    ,
    Jun Peng
    , Yonghong Tian,
    Rongrong Ji
  18. GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation
    NeurIPS 2025 ·
    Yuchen Li
    ,
    Chaoran Feng
    ,
    Zhenyu Tang
    ,
    Kaiyuan Deng
    ,
    Wangbo Yu
    , Yonghong Tian,
    Li Yuan
  19. HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene Generation
    ACM MM 2025 ·
    Haiyang Zhou
    ,
    Wangbo Yu
    ,
    Jiawen Guan
    ,
    Xinhua Cheng
    , Yonghong Tian,
    Li Yuan
  20. Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body
    CVPR 2025 ·
    Zeqing Wang
    ,
    Qingyang Ma
    ,
    Wentao Wan
    ,
    Haojie Li
    ,
    Keze Wang
    , Yonghong Tian
  21. Multimodal Quantitative Language for Generative Recommendation
    ICLR 2025 ·
    Jianyang Zhai
    ,
    Zi-Feng Mai
    ,
    Chang-Dong Wang
    ,
    Feidiao Yang
    ,
    Xiawu Zheng
    ,
    Hui Li
    , Yonghong Tian
  22. Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
    NeurIPS 2025 ·
    Peng Xue
    ,
    Wei Fang
    ,
    Zhengyu Ma
    ,
    Zihan Huang
    ,
    Zhaokun Zhou
    , Yonghong Tian,
    Timothée Masquelier
    ,
    Huihui Zhou
  23. Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset
    CVPR 2025 ·
    Xiao Wang
    ,
    Yu Jin
    ,
    Wentao Wu
    ,
    Wei Zhang
    ,
    Lin Zhu
    ,
    Bo Jiang
    , Yonghong Tian
  24. PiCO: Peer Review in LLMs based on Consistency Optimization
    ICLR 2025 ·
    Kun-Peng Ning
    ,
    Shuo Yang
    ,
    Yuyang Liu
    ,
    Jia-Yu Yao
    ,
    Zhen-Hui Liu
    , Yonghong Tian,
    Yibing Song
    ,
    Li Yuan
  25. RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing
    CVPR 2025 ·
    Zhipeng Huang
    ,
    Wangbo Yu
    ,
    Xinhua Cheng
    ,
    ChengShu Zhao
    ,
    Yunyang Ge
    ,
    Mingyi Guo
    ,
    Li Yuan
    , Yonghong Tian
  26. Self-Supervised Learning for Color Spike Camera Reconstruction
    CVPR 2025 ·
    Yanchen Dong
    ,
    Ruiqin Xiong
    ,
    Xiaopeng Fan
    ,
    Zhaofei Yu
    , Yonghong Tian,
    Tiejun Huang
  27. Spike4DGS: Towards High-Speed Dynamic Scene Rendering with 4D Gaussian Splatting via a Spike Camera Array
    NeurIPS 2025 ·
    Qinghong Ye
    ,
    Yiqian Chang
    ,
    Jianing Li
    ,
    Haoran Xu
    ,
    Xuan Wang
    ,
    Wei Zhang
    , Yonghong Tian,
    Peixi Peng
  28. Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
    NeurIPS 2025 ·
    Liwei Huang
    ,
    Zhengyu Ma
    ,
    Liutao Yu
    ,
    Huihui Zhou
    , Yonghong Tian
  29. VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning
    CVPR 2025 ·
    Haoran Xu
    ,
    Peixi Peng
    ,
    Guang Tan
    ,
    Yiqian Chang
    ,
    Luntong Li
    , Yonghong Tian
  30. Visual Reinforcement Learning with Residual Action
    AAAI 2025 ·
    Zhenxian Liu
    ,
    Peixi Peng
    , Yonghong Tian
  31. When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network
    ICML 2025 ·
    Dong Xiao
    ,
    Guangyao Chen
    ,
    Peixi Peng
    ,
    Yangru Huang
    ,
    Yifan Zhao
    ,
    Yongxing Dai
    , Yonghong Tian
  32. Adaptive Discovering and Merging for Incremental Novel Class Discovery
    AAAI 2024 ·
    Guangyao Chen
    ,
    Peixi Peng
    ,
    Yangru Huang
    ,
    Mengyue Geng
    , Yonghong Tian
  33. DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning
    CVPR 2024 ·
    Haoran Xu
    ,
    Peixi Peng
    ,
    Guang Tan
    ,
    Yuan Li
    ,
    Xinhai Xu
    , Yonghong Tian
  34. Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion
    IJCAI 2024 ·
    Quanmin Liang
    ,
    Zhilin Huang
    ,
    Xiawu Zheng
    ,
    Feidiao Yang
    ,
    Jun Peng
    ,
    Kai Huang
    , Yonghong Tian
  35. Event Stream-Based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
    CVPR 2024 ·
    Xiao Wang
    ,
    Shiao Wang
    ,
    Chuanming Tang
    ,
    Lin Zhu
    ,
    Bo Jiang
    , Yonghong Tian,
    Jin Tang
  36. Event-Based Visible and Infrared Fusion via Multi-Task Collaboration
    CVPR 2024 ·
    Mengyue Geng
    ,
    Lin Zhu
    ,
    Lizhi Wang
    ,
    Wei Zhang
    ,
    Ruiqin Xiong
    , Yonghong Tian
  37. HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
    AAAI 2024 ·
    Xiao Wang
    ,
    Zongzhen Wu
    ,
    Bo Jiang
    ,
    Zhimin Bao
    ,
    Lin Zhu
    ,
    Guoqi Li
    ,
    Yaowei Wang
    , Yonghong Tian
  38. HiFi-123: Towards High-Fidelity One Image to 3D Content Generation
    ECCV 2024 ·
    Wangbo Yu
    ,
    Li Yuan
    ,
    Yan-Pei Cao
    ,
    Xiangjun Gao
    ,
    Xiaoyu Li
    ,
    Wenbo Hu
    ,
    Quan Long
    ,
    Ying Shan
    , Yonghong Tian
  39. High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
    ICML 2024 ·
    Jiakui Hu
    ,
    Man Yao
    ,
    Xuerui Qiu
    ,
    Yuhong Chou
    ,
    Yuxuan Cai
    ,
    Ning Qiao
    , Yonghong Tian,
    Bo Xu
    ,
    Guoqi Li
  40. Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
    NeurIPS 2024 ·
    Liwei Huang
    ,
    Zhengyu Ma
    ,
    Liutao Yu
    ,
    Huihui Zhou
    , Yonghong Tian
  41. QKFormer: Hierarchical Spiking Transformer using Q-K Attention
    NeurIPS 2024 ·
    Chenlin Zhou
    ,
    Han Zhang
    ,
    Zhaokun Zhou
    ,
    Liutao Yu
    ,
    Liwei Huang
    ,
    Xiaopeng Fan
    ,
    Li Yuan
    ,
    Zhengyu Ma
    ,
    Huihui Zhou
    , Yonghong Tian
  42. Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
    NeurIPS 2024 ·
    Yangru Huang
    ,
    Peixi Peng
    ,
    Yifan Zhao
    ,
    Guangyao Chen
    , Yonghong Tian
  43. Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
    CVPR 2024 ·
    Xinzi Cao
    ,
    Xiawu Zheng
    ,
    Guanhong Wang
    ,
    Weijiang Yu
    ,
    Yunhang Shen
    ,
    Ke Li
    ,
    Yutong Lu
    , Yonghong Tian
  44. Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
    ICLR 2024 ·
    Man Yao
    ,
    Jiakui Hu
    ,
    Tianxiang Hu
    ,
    Yifan Xu
    ,
    Zhaokun Zhou
    , Yonghong Tian,
    Bo Xu
    ,
    Guoqi Li