PPaperPicks

Jieping Ye

63 papers at tracked venues · 52 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×13ACL ×8ICLR ×8ICML ×7AAAI ×5CVPR ×5SIGKDD ×5EMNLP ×4ECCV ×3ICRA ×2NAACL ×2ICCV ×1

Frequent coauthors

Xu Shen
×13
Chen Shen
×11
Yue Wu
×10
Liang Xie
×9
Wenxiao Wang
×9
Xinmei Tian
×8
Shaotian Yan
×8
Lubin Fan
×8
Zhihang Fu
×8
Yonggang Zhang
×7
Binbin Lin
×7
Deng Cai
×6

Papers

  1. Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs
    AAAI 2026 ·
    Chenghao Sun
    ,
    Zhen Huang
    ,
    Yonggang Zhang
    ,
    Xinmei Tian
    ,
    Xu Shen
    , Jieping Ye
  2. Enhancing Spatial Reasoning Through Visual and Textual Thinking
    AAAI 2026 ·
    Xun Liang
    ,
    Xin Guo
    ,
    Zhongming Jin
    ,
    Weihang Pan
    ,
    Penghui Shang
    ,
    Deng Cai
    ,
    Binbin Lin
    , Jieping Ye
  3. FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making
    AAAI 2026 ·
    Weihang Pan
    ,
    Zhengxu Yu
    ,
    Yong Wu
    ,
    Xun Liang
    ,
    Zhongming Jin
    ,
    Qiang Fu
    ,
    Penghui Shang
    ,
    Binbin Lin
    ,
    Xiaofei He
    , Jieping Ye
  4. Flora: Effortless Context Construction to Arbitrary Length and Scale
    AAAI 2026 ·
    Tianxiang Chen
    ,
    Zhentao Tan
    ,
    Xiaofan Bo
    ,
    Yue Wu
    ,
    Tao Gong
    ,
    Qi Chu
    , Jieping Ye
  5. On the Step Length Confounding in LLM Reasoning Data Selection
    ACL 2026 ·
    Bing Wang
    ,
    Rui Miao
    ,
    Chen Shen
    ,
    Shaotian Yan
    ,
    Kaiyuan Liu
    ,
    Ximing Li
    ,
    Xiaosong Yuan
    ,
    Sinan Fan
    ,
    Jun Zhang
    , Jieping Ye
  6. CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery
    ICRA 2025 ·
    Chenghao Zhang
    ,
    Lubin Fan
    ,
    Shen Cao
    ,
    Bojian Wu
    , Jieping Ye
  7. Concise and Organized Perception Facilitates Reasoning in Large Language Models
    NAACL 2025 ·
    Junjie Liu
    ,
    Shaotian Yan
    ,
    Chen Shen
    ,
    Zhengdong Xiao
    ,
    Liang Xie
    ,
    Wenxiao Wang
    , Jieping Ye
  8. Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
    NeurIPS 2025 ·
    Kongcheng Zhang
    ,
    Qi Yao
    ,
    Shunyu Liu
    ,
    Yingjie Wang
    ,
    Baisheng Lai
    , Jieping Ye,
    Mingli Song
    ,
    Dacheng Tao
  9. Controlling Thinking Speed in Reasoning Models
    NeurIPS 2025 ·
    Zhengkai Lin
    ,
    Zhihang Fu
    ,
    Ze Chen
    ,
    Chao Chen
    ,
    Liang Xie
    ,
    Wenxiao Wang
    ,
    Deng Cai
    ,
    Zheng Wang
    , Jieping Ye
  10. Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
    ICLR 2025 ·
    Shaotian Yan
    ,
    Chen Shen
    ,
    Wenxiao Wang
    ,
    Liang Xie
    ,
    Junjie Liu
    , Jieping Ye
  11. EchoShot: Multi-Shot Portrait Video Generation
    NeurIPS 2025 ·
    Jiahao Wang
    ,
    Hualian Sheng
    ,
    Sijia Cai
    ,
    Weizhan Zhang
    ,
    Caixia Yan
    ,
    Yachuang Feng
    ,
    Bing Deng
    , Jieping Ye
  12. Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
    ACL 2025 ·
    Chenxi Huang
    ,
    Shaotian Yan
    ,
    Liang Xie
    ,
    Binbin Lin
    ,
    Sinan Fan
    ,
    Yue Xin
    ,
    Deng Cai
    ,
    Chen Shen
    , Jieping Ye
  13. From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
    NAACL 2025 ·
    Xiaofeng Zhang
    ,
    Yihao Quan
    ,
    Chen Shen
    ,
    Xiaosong Yuan
    ,
    Shaotian Yan
    ,
    Liang Xie
    ,
    Wenxiao Wang
    ,
    Chaochen Gu
    ,
    Hao Tang
    , Jieping Ye
  14. GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
    AAAI 2025 ·
    Xiao Han
    ,
    Zijian Zhang
    ,
    Xiangyu Zhao
    ,
    Yuanshao Zhu
    ,
    Guojiang Shen
    ,
    Xiangjie Kong
    ,
    Xuetao Wei
    ,
    Liqiang Nie
    , Jieping Ye
  15. Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions
    CVPR 2025 ·
    He Zhu
    ,
    Quyu Kong
    ,
    Kechun Xu
    ,
    Xunlong Xia
    ,
    Bing Deng
    , Jieping Ye,
    Rong Xiong
    ,
    Yue Wang
  16. HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting
    CVPR 2025 ·
    Jingyu Lin
    ,
    Jiaqi Gu
    ,
    Lubin Fan
    ,
    Bojian Wu
    ,
    Yujing Lou
    ,
    Renjie Chen
    ,
    Ligang Liu
    , Jieping Ye
  17. IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding
    CVPR 2025 ·
    Lanyun Zhu
    ,
    Deyi Ji
    ,
    Tianrun Chen
    ,
    Peng Xu
    , Jieping Ye,
    Jun Liu
  18. Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
    ICLR 2025 ·
    Sinan Fan
    ,
    Liang Xie
    ,
    Chen Shen
    ,
    Ge Teng
    ,
    Xiaosong Yuan
    ,
    Xiaofeng Zhang
    ,
    Chenxi Huang
    ,
    Wenxiao Wang
    ,
    Xiaofei He
    , Jieping Ye
  19. Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings
    ACL 2025 ·
    Chenghao Sun
    ,
    Zhen Huang
    ,
    Yonggang Zhang
    ,
    Le Lu
    ,
    Houqiang Li
    ,
    Xinmei Tian
    ,
    Xu Shen
    , Jieping Ye
  20. Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models
    ICLR 2025 ·
    Hanzhu Chen
    ,
    Xu Shen
    ,
    Jie Wang
    ,
    Zehao Wang
    ,
    Qitan Lv
    ,
    Junjie He
    ,
    Rong Wu
    ,
    Feng Wu
    , Jieping Ye
  21. Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
    NeurIPS 2025 ·
    Yuyang Hong
    ,
    Jiaqi Gu
    ,
    Qi Yang
    ,
    Lubin Fan
    ,
    Yue Wu
    ,
    Ying Wang
    ,
    Kun Ding
    ,
    Shiming Xiang
    , Jieping Ye
  22. Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs
    ICLR 2025 ·
    Rui Dai
    ,
    Sile Hu
    ,
    Xu Shen
    ,
    Yonggang Zhang
    ,
    Xinmei Tian
    , Jieping Ye
  23. NeuronMerge: Merging Models via Functional Neuron Groups
    ACL 2025 ·
    Wangyun Gu
    ,
    Qianghua Gao
    ,
    Li-Xin Zhang
    ,
    Xu Shen
    , Jieping Ye
  24. PTZ-Calib: Robust Pan-Tilt-Zoom Camera Calibration
    ICRA 2025 ·
    Jinhui Guo
    ,
    Lubin Fan
    ,
    Bojian Wu
    ,
    Jiaqi Gu
    ,
    Shen Cao
    , Jieping Ye
  25. PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Model
    ICCV 2025 ·
    Jinhua Zhang
    ,
    Hualian Sheng
    ,
    Sijia Cai
    ,
    Bing Deng
    ,
    Qiao Liang
    ,
    Wen Li
    ,
    Ying Fu
    , Jieping Ye,
    Shuhang Gu
  26. ROPO: Robust Preference Optimization for Large Language Models
    ICML 2025 ·
    Xize Liang
    ,
    Chao Chen
    ,
    Shuang Qiu
    ,
    Jie Wang
    ,
    Yue Wu
    ,
    Zhihang Fu
    ,
    Hanzhu Chen
    ,
    Feng Wu
    , Jieping Ye
  27. ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
    ICLR 2025 ·
    Yang Qin
    ,
    Chao Chen
    ,
    Zhihang Fu
    ,
    Ze Chen
    ,
    Dezhong Peng
    ,
    Peng Hu
    , Jieping Ye
  28. Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger
    ICML 2025 ·
    Qi Yang
    ,
    Chenghao Zhang
    ,
    Lubin Fan
    ,
    Kun Ding
    , Jieping Ye,
    Shiming Xiang
  29. SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models
    NeurIPS 2025 ·
    Pingyi Chen
    ,
    Yujing Lou
    ,
    Shen Cao
    ,
    Jinhui Guo
    ,
    Lubin Fan
    ,
    Yue Wu
    ,
    Lin F. Yang
    ,
    Lizhuang Ma
    , Jieping Ye
  30. SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning
    EMNLP 2025 ·
    Yue Xin
    ,
    Chen Shen
    ,
    Shaotian Yan
    ,
    Xiaosong Yuan
    ,
    Yaoming Wang
    ,
    Xiaofeng Zhang
    ,
    Chenxi Huang
    , Jieping Ye
  31. Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs
    EMNLP 2025 ·
    Xiaofeng Zhang
    ,
    Yihao Quan
    ,
    Chen Shen
    ,
    Chaochen Gu
    ,
    Xiaosong Yuan
    ,
    Shaotian Yan
    ,
    Jiawei Cao
    ,
    Hao Cheng
    ,
    Kaijie Wu
    , Jieping Ye
  32. Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs
    SIGKDD 2025 ·
    Wei Wu
    ,
    Chao Wang
    ,
    Liyi Chen
    ,
    Mingze Yin
    ,
    Yiheng Zhu
    ,
    Kun Fu
    , Jieping Ye,
    Hui Xiong
    ,
    Zheng Wang
  33. Structure-aware Domain Knowledge Injection for Large Language Models
    ACL 2025 ·
    Kai Liu
    ,
    Ze Chen
    ,
    Zhihang Fu
    ,
    Wei Zhang
    ,
    Rongxin Jiang
    ,
    Fan Zhou
    ,
    Yaowu Chen
    ,
    Yue Wu
    , Jieping Ye
  34. The 14th International Workshop on Urban Computing
    SIGKDD 2025 ·
    Yuxuan Liang
    ,
    Yu Zheng
    ,
    Chuishi Meng
    ,
    Yanhua Li
    , Jieping Ye,
    Philip S. Yu
    ,
    Ouri Wolfson
  35. TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs
    NeurIPS 2025 ·
    Yuxiang Zhang
    ,
    Zhengxu Yu
    ,
    Weihang Pan
    ,
    Zhongming Jin
    ,
    Qiang Fu
    ,
    Deng Cai
    ,
    Binbin Lin
    , Jieping Ye
  36. Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions
    ACL 2025 ·
    Yiqun Wang
    ,
    Chaoqun Wan
    ,
    Sile Hu
    ,
    Yonggang Zhang
    ,
    Xiang Tian
    ,
    Yaowu Chen
    ,
    Xu Shen
    , Jieping Ye
  37. Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models
    ACL 2025 ·
    Wei Li
    ,
    Zhen Huang
    ,
    Houqiang Li
    ,
    Le Lu
    ,
    Yang Lu
    ,
    Xinmei Tian
    ,
    Xu Shen
    , Jieping Ye
  38. A3S: A General Active Clustering Method with Pairwise Constraints
    ICML 2024 ·
    Xun Deng
    ,
    Junlong Liu
    ,
    Han Zhong
    ,
    Fuli Feng
    ,
    Chen Shen
    ,
    Xiangnan He
    , Jieping Ye,
    Zheng Wang
  39. AddressCLIP: Empowering Vision-Language Models for City-Wide Image Address Localization
    ECCV 2024 ·
    Shixiong Xu
    ,
    Chenghao Zhang
    ,
    Lubin Fan
    ,
    Gaofeng Meng
    ,
    Shiming Xiang
    , Jieping Ye
  40. Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
    ICLR 2024 ·
    Zhentao Tan
    ,
    Xiaodan Li
    ,
    Yue Wu
    ,
    Qi Chu
    ,
    Le Lu
    ,
    Nenghai Yu
    , Jieping Ye
  41. Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
    NeurIPS 2024 ·
    Yiheng Zhu
    ,
    Jialu Wu
    ,
    Qiuyi Li
    ,
    Jiahuan Yan
    ,
    Mingze Yin
    ,
    Wei Wu
    ,
    Mingyang Li
    , Jieping Ye,
    Zheng Wang
    ,
    Jian Wu
  42. Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
    NeurIPS 2024 ·
    Zhengkai Lin
    ,
    Zhihang Fu
    ,
    Kai Liu
    ,
    Liang Xie
    ,
    Binbin Lin
    ,
    Wenxiao Wang
    ,
    Deng Cai
    ,
    Yue Wu
    , Jieping Ye
  43. Discrete Latent Perspective Learning for Segmentation and Detection
    ICML 2024 ·
    Deyi Ji
    ,
    Feng Zhao
    ,
    Lanyun Zhu
    ,
    Wenwei Jin
    ,
    Hongtao Lu
    , Jieping Ye
  44. Efficient Denoising Diffusion via Probabilistic Masking
    ICML 2024 ·
    Weizhong Zhang
    ,
    Zhiwei Zhang
    ,
    Renjie Pi
    ,
    Zhongming Jin
    ,
    Yuan Gao
    , Jieping Ye,
    Kani Chen
  45. Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning
    CVPR 2024 ·
    Wei Zhang
    ,
    Chaoqun Wan
    ,
    Tongliang Liu
    ,
    Xinmei Tian
    ,
    Xu Shen
    , Jieping Ye
  46. Enhancing LLM's Cognition via Structurization
    NeurIPS 2024 ·
    Kai Liu
    ,
    Zhihang Fu
    ,
    Chao Chen
    ,
    Wei Zhang
    ,
    Rongxin Jiang
    ,
    Fan Zhou
    ,
    Yaowu Chen
    ,
    Yue Wu
    , Jieping Ye
  47. Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
    NeurIPS 2024 ·
    Yuxin Xiao
    ,
    Chaoqun Wan
    ,
    Yonggang Zhang
    ,
    Wenxiao Wang
    ,
    Binbin Lin
    ,
    Xiaofei He
    ,
    Xu Shen
    , Jieping Ye
  48. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    ICML 2024 ·
    Wei Chen
    ,
    Zhen Huang
    ,
    Liang Xie
    ,
    Binbin Lin
    ,
    Houqiang Li
    ,
    Le Lu
    ,
    Xinmei Tian
    ,
    Deng Cai
    ,
    Yonggang Zhang
    ,
    Wenxiao Wang
    ,
    Xu Shen
    , Jieping Ye
  49. Graph-constrained diffusion for End-to-End Path Planning
    ICLR 2024 ·
    Dingyuan Shi
    ,
    Yongxin Tong
    ,
    Zimu Zhou
    ,
    Ke Xu
    ,
    Zheng Wang
    , Jieping Ye
  50. INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
    ICLR 2024 ·
    Chao Chen
    ,
    Kai Liu
    ,
    Ze Chen
    ,
    Yi Gu
    ,
    Yue Wu
    ,
    Mingyuan Tao
    ,
    Zhihang Fu
    , Jieping Ye
  51. Instance-adaptive Zero-shot Chain-of-Thought Prompting
    NeurIPS 2024 ·
    Xiaosong Yuan
    ,
    Chen Shen
    ,
    Shaotian Yan
    ,
    Xiaofeng Zhang
    ,
    Liang Xie
    ,
    Wenxiao Wang
    ,
    Renchu Guan
    ,
    Ying Wang
    , Jieping Ye
  52. Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding
    EMNLP 2024 ·
    Wei Li
    ,
    Zhen Huang
    ,
    Xinmei Tian
    ,
    Le Lu
    ,
    Houqiang Li
    ,
    Xu Shen
    , Jieping Ye
  53. Interpreting and Improving Large Language Models in Arithmetic Calculation
    ICML 2024 ·
    Wei Zhang
    ,
    Chaoqun Wan
    ,
    Yonggang Zhang
    ,
    Yiu-ming Cheung
    ,
    Xinmei Tian
    ,
    Xu Shen
    , Jieping Ye
  54. LLaFS: When Large Language Models Meet Few-Shot Segmentation
    CVPR 2024 ·
    Lanyun Zhu
    ,
    Tianrun Chen
    ,
    Deyi Ji
    , Jieping Ye,
    Jun Liu
  55. Learning Neural Volumetric Pose Features for Camera Localization
    ECCV 2024 ·
    Jingyu Lin
    ,
    Jiaqi Gu
    ,
    Bojian Wu
    ,
    Lubin Fan
    ,
    Renjie Chen
    ,
    Ligang Liu
    , Jieping Ye
  56. Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection
    EMNLP 2024 ·
    Tianxiang Chen
    ,
    Zhentao Tan
    ,
    Tao Gong
    ,
    Yue Wu
    ,
    Qi Chu
    ,
    Bin Liu
    , Jieping Ye,
    Nenghai Yu
  57. Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
    NeurIPS 2024 ·
    Liyi Chen
    ,
    Panrong Tong
    ,
    Zhongming Jin
    ,
    Ying Sun
    , Jieping Ye,
    Hui Xiong
  58. Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
    NeurIPS 2024 ·
    Kai Liu
    ,
    Zhihang Fu
    ,
    Sheng Jin
    ,
    Chao Chen
    ,
    Ze Chen
    ,
    Rongxin Jiang
    ,
    Fan Zhou
    ,
    Yaowu Chen
    , Jieping Ye
  59. RoScenes: A Large-Scale Multi-view 3D Dataset for Roadside Perception
    ECCV 2024 ·
    Xiaosu Zhu
    ,
    Hualian Sheng
    ,
    Sijia Cai
    ,
    Bing Deng
    ,
    Shaopeng Yang
    ,
    Qiao Liang
    ,
    Ken Chen
    ,
    Lianli Gao
    ,
    Jingkuan Song
    , Jieping Ye
  60. SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph
    ACL 2024 ·
    Hanzhu Chen
    ,
    Xu Shen
    ,
    Qitan Lv
    ,
    Jie Wang
    ,
    Xiaoqi Ni
    , Jieping Ye
  61. The 13th International Workshop on Urban Computing
    SIGKDD 2024 ·
    Yuxuan Liang
    ,
    Chuishi Meng
    ,
    Yanhua Li
    ,
    Yu Zheng
    , Jieping Ye,
    Qiang Yang
    ,
    Philip S. Yu
    ,
    Ouri Wolfson
  62. The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24)
    SIGKDD 2024 ·
    Zhe Jiang
    ,
    Liang Zhao
    ,
    Xun Zhou
    ,
    Junbo Zhang
    ,
    Shashi Shekhar
    , Jieping Ye
  63. URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering
    SIGKDD 2024 ·
    Ge Teng
    ,
    Ting Mao
    ,
    Chen Shen
    ,
    Xiang Tian
    ,
    Xuesong Liu
    ,
    Yaowu Chen
    , Jieping Ye