PPaperPicks

Chun Yuan

Tsinghua University, Shenzhen, China

55 papers at tracked venues · 49 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3590-6676 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×9ICML ×9CVPR ×7NeurIPS ×7ICCV ×6ECCV ×5ICLR ×5ACL ×4ACM MM ×2WACV ×1

Frequent coauthors

Yongxian Wei
×8
Li Shen
×7
Guanghao Li
×6
Shuting Dong
×6
Zixuan Hu
×6
Feng Lu
×6
Dacheng Tao
×5
Xiangyuan Lan
×5
Ming Tang
×4
Quan Zhang
×4
Zhenyi Wang
×4
Lijun Zhang
×4

Papers

  1. DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding
    ACL 2026 ·
    Guanghao Li
    ,
    Zhihui Fu
    ,
    Min Fang
    ,
    Qibin Zhao
    ,
    Ming Tang
    , Chun Yuan,
    Jun Wang
  2. Efficient Transformer Parameter Reuse via Zero-Token Mechanism
    ACL 2026 ·
    Guanghao Li
    ,
    Wenhao Jiang
    ,
    Li Shen
    ,
    Ming Tang
    , Chun Yuan
  3. M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting
    AAAI 2026 ·
    Shuning Jia
    ,
    Baijun Song
    ,
    Canming Ye
    , Chun Yuan
  4. PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering
    ACL 2026 ·
    Xiangfeng Wang
    ,
    Hangyu Guo
    ,
    Yanlin Lai
    ,
    Mitt Huang
    ,
    Liang Zhao
    ,
    Chengyuan Yao
    ,
    Yinmin Zhang
    ,
    Qi Han
    ,
    Xiaoxiao Ren
    , Chun Yuan,
    Tong Xu
    ,
    Zheng Ge
    ,
    Xiangyu Zhang
    ,
    Daxin Jiang
  5. Prune&Comp: Free Lunch for Layer-Pruned LLMs via Iterative Pruning with Magnitude Compensation
    AAAI 2026 ·
    Xinrui Chen
    ,
    Hongxing Zhang
    ,
    Fanyi Zeng
    ,
    Yongxian Wei
    ,
    Yizhi Wang
    ,
    Xitong Ling
    ,
    Guanghao Li
    , Chun Yuan
  6. A Simple Linear Patch Revives Layer-Pruned Large Language Models
    NeurIPS 2025 ·
    Xinrui Chen
    ,
    Haoli Bai
    ,
    Tao Yuan
    ,
    Ruikang Liu
    ,
    Kang Zhao
    ,
    Xianzhi Yu
    ,
    Lu Hou
    ,
    Tian Guan
    ,
    Yonghong He
    , Chun Yuan
  7. Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences
    AAAI 2025 ·
    Yifan Wang
    ,
    Wuliang Huang
    , Chun Yuan
  8. ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
    ICLR 2025 ·
    Zhengzhuo Xu
    ,
    Bowen Qu
    ,
    Yiyan Qi
    ,
    Sinan Du
    ,
    Chengjin Xu
    , Chun Yuan,
    Jian Guo
  9. ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning
    ICCV 2025 ·
    Zhengzhuo Xu
    ,
    SiNan Du
    ,
    Yiyan Qi
    ,
    Siwen Lu
    ,
    Chengjin Xu
    , Chun Yuan,
    Jian Guo
  10. ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices
    CVPR 2025 ·
    Hao Yu
    ,
    Tangyu Jiang
    ,
    Shuning Jia
    ,
    Shannan Yan
    ,
    Shunning Liu
    ,
    Haolong Qian
    ,
    Guanghao Li
    ,
    Shuting Dong
    , Chun Yuan
  11. Enhancing Logits Distillation with Plug&Play Kendall's τ Ranking Loss
    ICML 2025 ·
    Yuchen Guan
    ,
    Runxi Cheng
    ,
    Kang Liu
    , Chun Yuan
  12. FlatQuant: Flatness Matters for LLM Quantization
    ICML 2025 ·
    Yuxuan Sun
    ,
    Ruikang Liu
    ,
    Haoli Bai
    ,
    Han Bao
    ,
    Kang Zhao
    ,
    Yuening Li
    ,
    Jiaxin Hu
    ,
    Xianzhi Yu
    ,
    Lu Hou
    , Chun Yuan,
    Xin Jiang
    ,
    Wulong Liu
    ,
    Jun Yao
  13. IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
    ICLR 2025 ·
    Quan Zhang
    ,
    Yuxin Qi
    ,
    Xi Tang
    ,
    Jinwei Fang
    ,
    Xi Lin
    ,
    Ke Zhang
    , Chun Yuan
  14. IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis
    AAAI 2025 ·
    Yuji Wang
    ,
    Jingchen Ni
    ,
    Yong Liu
    , Chun Yuan,
    Yansong Tang
  15. LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs
    CVPR 2025 ·
    Zixuan Hu
    ,
    Yongxian Wei
    ,
    Li Shen
    , Chun Yuan,
    Dacheng Tao
  16. Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent
    ICML 2025 ·
    Yongxian Wei
    ,
    Anke Tang
    ,
    Li Shen
    ,
    Zixuan Hu
    , Chun Yuan,
    Xiaochun Cao
  17. NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
    NeurIPS 2025 ·
    Haolong Qian
    ,
    Xianliang Yang
    ,
    Ling Zhang
    ,
    Lei Song
    ,
    Jiang Bian
    , Chun Yuan
  18. Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
    ICLR 2025 ·
    Yongxian Wei
    ,
    Zixuan Hu
    ,
    Li Shen
    ,
    Zhenyi Wang
    , Chun Yuan,
    Dacheng Tao
  19. Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models
    ICCV 2025 ·
    Hongyang Wei
    ,
    Shuaizheng Liu
    , Chun Yuan,
    Lei Zhang
  20. Preference Optimization for Combinatorial Optimization Problems
    ICML 2025 ·
    Mingjun Pan
    ,
    Guanquan Lin
    ,
    You-Wei Luo
    ,
    Bin Zhu
    ,
    Zhien Dai
    ,
    Lijun Sun
    , Chun Yuan
  21. Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction
    AAAI 2025 ·
    Quan Zhang
    ,
    Yuxin Qi
    ,
    Xi Tang
    ,
    Rui Yuan
    ,
    Xi Lin
    ,
    Ke Zhang
    , Chun Yuan
  22. SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought
    NeurIPS 2025 ·
    Guanghao Li
    ,
    Wenhao Jiang
    ,
    Mingfeng Chen
    ,
    Yan Li
    ,
    Hao Yu
    ,
    Shuting Dong
    ,
    Tao Ren
    ,
    Ming Tang
    , Chun Yuan
  23. Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
    NeurIPS 2025 ·
    Zihan Su
    ,
    Xuerui Qiu
    ,
    Hongbin Xu
    ,
    Tangyu Jiang
    ,
    Junhao Zhuang
    , Chun Yuan,
    Ming Li
    ,
    Shengfeng He
    ,
    Fei Richard Yu
  24. SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling
    ICCV 2025 ·
    Xianglong He
    ,
    Zi-Xin Zou
    ,
    Chia-Hao Chen
    ,
    Yuan-Chen Guo
    ,
    Ding Liang
    , Chun Yuan,
    Wanli Ouyang
    ,
    Yan-Pei Cao
    ,
    Yangguang Li
  25. Text-Guided Visual Prompt DINO for Generic Segmentation
    ICCV 2025 ·
    Yuchen Guan
    ,
    Chong Sun
    ,
    Canmiao Fu
    ,
    Zhipeng Huang
    , Chun Yuan,
    Chen Li
  26. Towards Implicit Aggregation: Robust Image Representation for Place Recognition in the Transformer Era
    NeurIPS 2025 ·
    Feng Lu
    ,
    Tong Jin
    ,
    Canming Ye
    ,
    Xiangyuan Lan
    ,
    Yunpeng Liu
    , Chun Yuan
  27. Towards Robust Uncertainty Calibration for Composed Image Retrieval
    NeurIPS 2025 ·
    Yifan Wang
    ,
    Wuliang Huang
    ,
    Yufan Wen
    ,
    Shunning Liu
    , Chun Yuan
  28. UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis
    ICCV 2025 ·
    Yuanrui Wang
    ,
    Cong Han
    ,
    Yafei Li
    ,
    Zhipeng Jin
    ,
    Xiawei Li
    ,
    SiNan Du
    ,
    Wen Tao
    ,
    Shuanglong Li
    ,
    Yi Yang
    , Chun Yuan,
    Liu Lin
  29. Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models
    WACV 2025 ·
    Weixi Weng
    ,
    Rui Zhang
    ,
    Xiaojun Meng
    ,
    Jieming Zhu
    ,
    Qun Liu
    , Chun Yuan
  30. Vpr-Cloak: a First Look at Privacy Cloak Against Visual Place Recognition
    ICCV 2025 ·
    Shuting Dong
    ,
    Mingzhi Chen
    ,
    Feng Lu
    ,
    Hao Yu
    ,
    Guanghao Li
    ,
    Zhe Wu
    ,
    Ming Tang
    , Chun Yuan
  31. Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models
    CVPR 2025 ·
    Quan Zhang
    ,
    Jinwei Fang
    ,
    Rui Yuan
    ,
    Xi Tang
    ,
    Yuxin Qi
    ,
    Ke Zhang
    , Chun Yuan
  32. Whoever Started the interference Should End It: Guiding Data-Free Model Merging via Task Vectors
    ICML 2025 ·
    Runxi Cheng
    ,
    Feng Xiong
    ,
    Yongxian Wei
    ,
    Wanyun Zhu
    , Chun Yuan
  33. A Task Is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
    ECCV 2024 ·
    Junhao Zhuang
    ,
    Yanhong Zeng
    ,
    Wenran Liu
    , Chun Yuan,
    Kai Chen
  34. Blind Face Restoration under Extreme Conditions: Leveraging 3D-2D Prior Fusion for Superior Structural and Texture Recovery
    AAAI 2024 ·
    Zhengrui Chen
    ,
    Liying Lu
    ,
    Ziyang Yuan
    ,
    Yiming Zhu
    ,
    Yu Li
    , Chun Yuan,
    Weihong Deng
  35. Boosting Pose Estimators via Cross-Representation Distillation
    ECCV 2024 ·
    Kang Liu
    ,
    Zhendong Yang
    ,
    Jingyun Zhang
    ,
    Jun Wang
    ,
    Shaoming Wang
    , Chun Yuan,
    Rizen Guo
  36. Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model
    ICLR 2024 ·
    Zihan Zhong
    ,
    Zhiqiang Tang
    ,
    Tong He
    ,
    Haoyang Fang
    , Chun Yuan
  37. CricaVPR: Cross-Image Correlation-Aware Representation Learning for Visual Place Recognition
    CVPR 2024 ·
    Feng Lu
    ,
    Xiangyuan Lan
    ,
    Lijun Zhang
    ,
    Dongmei Jiang
    ,
    Yaowei Wang
    , Chun Yuan
  38. CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers
    ICML 2024 ·
    Dachuan Shi
    ,
    Chaofan Tao
    ,
    Anyi Rao
    ,
    Zhendong Yang
    , Chun Yuan,
    Jiaqi Wang
  39. CustomNet: Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models
    ACM MM 2024 ·
    Ziyang Yuan
    ,
    Mingdeng Cao
    ,
    Xintao Wang
    ,
    Zhongang Qi
    , Chun Yuan,
    Ying Shan
  40. DFD: Distilling the Feature Disparity Differently for Detectors
    ICML 2024 ·
    Kang Liu
    ,
    Yingyi Zhang
    ,
    Jingyun Zhang
    ,
    Jinmin Li
    ,
    Jun Wang
    ,
    Shaoming Wang
    , Chun Yuan,
    Rizen Guo
  41. Deep Homography Estimation for Visual Place Recognition
    AAAI 2024 ·
    Feng Lu
    ,
    Shuting Dong
    ,
    Lijun Zhang
    ,
    Bingxi Liu
    ,
    Xiangyuan Lan
    ,
    Dongmei Jiang
    , Chun Yuan
  42. Distilling Semantic Priors from SAM to Efficient Image Restoration Models
    CVPR 2024 ·
    Quan Zhang
    ,
    Xiaoyu Liu
    ,
    Wei Li
    ,
    Hanting Chen
    ,
    Junchao Liu
    ,
    Jie Hu
    ,
    Zhiwei Xiong
    , Chun Yuan,
    Yunhe Wang
  43. DreamDiffusion: High-Quality EEG-to-Image Generation with Temporal Masked Signal Modeling and CLIP Alignment
    ECCV 2024 ·
    Yunpeng Bai
    ,
    Xintao Wang
    ,
    Yan-Pei Cao
    ,
    Yixiao Ge
    , Chun Yuan,
    Ying Shan
  44. Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution
    AAAI 2024 ·
    Yutao Yuan
    , Chun Yuan
  45. Free: Faster and Better Data-Free Meta-Learning
    CVPR 2024 ·
    Yongxian Wei
    ,
    Zixuan Hu
    ,
    Zhenyi Wang
    ,
    Li Shen
    , Chun Yuan,
    Dacheng Tao
  46. GVGEN: Text-to-3D Generation with Volumetric Representation
    ECCV 2024 ·
    Xianglong He
    ,
    Junyi Chen
    ,
    Sida Peng
    ,
    Di Huang
    ,
    Yangguang Li
    ,
    Xiaoshui Huang
    , Chun Yuan,
    Wanli Ouyang
    ,
    Tong He
  47. IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact
    ACL 2024 ·
    Ruikang Liu
    ,
    Haoli Bai
    ,
    Haokun Lin
    ,
    Yuening Li
    ,
    Han Gao
    ,
    Zhengzhuo Xu
    ,
    Lu Hou
    ,
    Jun Yao
    , Chun Yuan
  48. Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework
    AAAI 2024 ·
    Weixi Weng
    , Chun Yuan
  49. MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections
    ECCV 2024 ·
    Jiayue Liu
    ,
    Xiao Tang
    ,
    Freeman Cheng
    ,
    Roy Yang
    ,
    Zhihao Li
    ,
    Jianzhuang Liu
    ,
    Yi Huang
    ,
    Jiaqi Lin
    ,
    Shiyong Liu
    ,
    Xiaofei Wu
    ,
    Songcen Xu
    , Chun Yuan
  50. Semantic Distillation from Neighborhood for Composed Image Retrieval
    ACM MM 2024 ·
    Yifan Wang
    ,
    Wuliang Huang
    ,
    Lei Li
    , Chun Yuan
  51. Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications
    ICML 2024 ·
    Zixuan Hu
    ,
    Yongxian Wei
    ,
    Li Shen
    ,
    Zhenyi Wang
    ,
    Lei Li
    , Chun Yuan,
    Dacheng Tao
  52. SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
    NeurIPS 2024 ·
    Feng Lu
    ,
    Xinyao Zhang
    ,
    Canming Ye
    ,
    Shuting Dong
    ,
    Lijun Zhang
    ,
    Xiangyuan Lan
    , Chun Yuan
  53. Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
    ICML 2024 ·
    Yongxian Wei
    ,
    Zixuan Hu
    ,
    Li Shen
    ,
    Zhenyi Wang
    ,
    Yu Li
    , Chun Yuan,
    Dacheng Tao
  54. Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition
    ICLR 2024 ·
    Feng Lu
    ,
    Lijun Zhang
    ,
    Xiangyuan Lan
    ,
    Shuting Dong
    ,
    Yaowei Wang
    , Chun Yuan
  55. ViTKD: Feature-based Knowledge Distillation for Vision Transformers
    CVPR 2024 ·
    Zhendong Yang
    ,
    Zhe Li
    ,
    Ailing Zeng
    ,
    Zexian Li
    , Chun Yuan,
    Yu Li