PPaperPicks

Feng Wu

University of Science and Technology of China, Hefei, China

50 papers at tracked venues · 46 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3989-0509 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×11ICML ×10AAAI ×8NeurIPS ×8ACL ×3CVPR ×3IJCAI ×2ICCV ×1ICRA ×1MICCAI ×1SIGKDD ×1SOSP ×1

Frequent coauthors

Jie Wang
×23
Jianye Hao
×17
Mingxuan Yuan
×12
Zhihai Wang
×10
Xiangyang Li
×8
Zijie Geng
×8
Bin Li
×8
Xijun Li
×7
Sijia Zhang
×6
Tianzhu Zhang
×6
Yongdong Zhang
×6
Yufei Kuang
×5

Papers

  1. Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization Modeling
    ACL 2026 ·
    Wantong Xie
    ,
    Yinghao Chen
    ,
    Yixiang Hu
    , Feng Wu,
    Jieyang Xu
    ,
    Sijia Zhang
    ,
    Xiangyang Li
  2. GOBench: Stage-Wise Diagnostics and the Visual Paradox in Multimodal Graph Optimization
    ACL 2026 ·
    Yinghao Chen
    ,
    Wantong Xie
    ,
    Shuli Zeng
    ,
    Sijia Zhang
    ,
    Xiaotian Pan
    , Feng Wu,
    Xiangyang Li
  3. Neural Video Compression with Reference Hierarchy
    AAAI 2026 ·
    Chuanbo Tang
    ,
    Zhuoyuan Li
    ,
    Li Li
    ,
    Dong Liu
    , Feng Wu
  4. Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition
    AAAI 2026 ·
    Shuli Zeng
    ,
    Sijia Zhang
    , Feng Wu,
    Shaojie Tang
    ,
    Xiangyang Li
  5. medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support
    SIGKDD 2026 ·
    Qianyi Xu
    ,
    Gousia Habib
    , Feng Wu,
    Dilruk Perera
    ,
    Mengling Feng
  6. A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization
    ICLR 2025 ·
    Yinqi Bai
    ,
    Jie Wang
    ,
    Lei Chen
    ,
    Zhihai Wang
    ,
    Yufei Kuang
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    , Feng Wu
  7. Accelerating Large Language Model Reasoning via Speculative Search
    ICML 2025 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Jilai Pan
    ,
    Xilin Xia
    ,
    Huiling Zhen
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    , Feng Wu
  8. Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
    NeurIPS 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Ziqi Liu
    ,
    Feng Ju
    ,
    Yiming Li
    ,
    Xing Li
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Defu Lian
    ,
    Enhong Chen
    , Feng Wu
  9. Accurate and Scalable Graph Neural Networks via Message Invariance
    ICLR 2025 ·
    Zhihao Shi
    ,
    Jie Wang
    ,
    Zhiwei Zhuang
    ,
    Xize Liang
    ,
    Bin Li
    , Feng Wu
  10. Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
    ICLR 2025 ·
    Haoyang Liu
    ,
    Jie Wang
    ,
    Zijie Geng
    ,
    Xijun Li
    ,
    Yuxuan Zong
    ,
    Fangzhou Zhu
    ,
    Jianye Hao
    , Feng Wu
  11. Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
    NeurIPS 2025 ·
    Zhihai Wang
    ,
    Zijie Geng
    ,
    Zhaojie Tu
    ,
    Jie Wang
    ,
    Yuxi Qian
    ,
    Zhexuan Xu
    ,
    Ziyan Liu
    ,
    Siyuan Xu
    ,
    Zhentao Tang
    ,
    Shixiong Kai
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Bin Li
    , Feng Wu
  12. Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
    ICLR 2025 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Xilin Xia
    ,
    Dongsheng Zuo
    ,
    Lei Chen
    ,
    Yuzhe Ma
    ,
    Jianye Hao
    ,
    Mingxuan Yuan
    , Feng Wu
  13. D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement
    ICLR 2025 ·
    Yansong Peng
    ,
    Hebei Li
    ,
    Peixi Wu
    ,
    Yueyi Zhang
    ,
    Xiaoyan Sun
    , Feng Wu
  14. Differentiable Integer Linear Programming
    ICLR 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Xijun Li
    ,
    Fangzhou Zhu
    ,
    Jianye Hao
    ,
    Bin Li
    , Feng Wu
  15. Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters
    ICML 2025 ·
    Sijia Zhang
    ,
    Shuli Zeng
    ,
    Shaoang Li
    , Feng Wu,
    Shaojie Tang
    ,
    Xiangyang Li
  16. Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph
    NeurIPS 2025 ·
    Mingxuan Ye
    ,
    Jie Wang
    ,
    Fangzhou Zhu
    ,
    Zhihai Wang
    ,
    Yufei Kuang
    ,
    Xijun Li
    ,
    Weilin Luo
    ,
    Jianye Hao
    , Feng Wu
  17. Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding
    ICML 2025 ·
    Yixin Zha
    ,
    Chuxin Wang
    ,
    Wenfei Yang
    ,
    Tianzhu Zhang
    , Feng Wu
  18. FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program
    AAAI 2025 ·
    Yixiang Hu
    , Feng Wu,
    Shaoang Li
    ,
    Yifang Zhao
    ,
    Xiang-Yang Li
  19. GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images
    NeurIPS 2025 ·
    Xiang Lan
    , Feng Wu,
    Kai He
    ,
    Qinghao Zhao
    ,
    Shenda Hong
    ,
    Mengling Feng
  20. Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning
    IJCAI 2025 ·
    Xiaotian Pan
    ,
    Junhao Fang
    , Feng Wu,
    Sijia Zhang
    ,
    Yixiang Hu
    ,
    Shaoang Li
    ,
    Xiangyang Li
  21. HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference
    ACL 2025 ·
    Ping Gong
    ,
    Jiawei Yi
    ,
    Shengnan Wang
    ,
    Juncheng Zhang
    ,
    Zewen Jin
    ,
    Ouxiang Zhou
    ,
    Ruibo Liu
    ,
    Guanbin Xu
    ,
    Youhui Bai
    ,
    Bowen Ye
    ,
    Kun Yuan
    ,
    Tong Yang
    ,
    Gong Zhang
    ,
    Renhai Chen
    , Feng Wu,
    Cheng Li
  22. High-Performance Arithmetic Circuit Optimization via Differentiable Architecture Search
    NeurIPS 2025 ·
    Xilin Xia
    ,
    Jie Wang
    ,
    Wanbo Zhang
    ,
    Zhihai Wang
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    , Feng Wu
  23. HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
    ICML 2025 ·
    Runquan Gui
    ,
    Zhihai Wang
    ,
    Jie Wang
    ,
    Chi Ma
    ,
    Huiling Zhen
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Defu Lian
    ,
    Enhong Chen
    , Feng Wu
  24. 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
  25. LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
    ICLR 2025 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Ziyan Liu
    ,
    Siyuan Xu
    ,
    Zhentao Tang
    ,
    Shixiong Kai
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    , Feng Wu
  26. Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation
    ICLR 2025 ·
    Sijia Zhang
    ,
    Shuli Zeng
    ,
    Shaoang Li
    , Feng Wu,
    Xiangyang Li
  27. MURKA: Multi-Reward Reinforcement Learning with Knowledge Alignment for Optimization Tasks
    NeurIPS 2025 ·
    Wantong Xie
    ,
    Yixiang Hu
    ,
    Jieyang Xu
    , Feng Wu,
    Xiangyang Li
  28. Mantle: Efficient Hierarchical Metadata Management for Cloud Object Storage Services
    SOSP 2025 ·
    Jiahao Li
    ,
    Biao Cao
    ,
    Jielong Jian
    ,
    Cheng Li
    ,
    Sen Han
    ,
    Yiduo Wang
    ,
    Yufei Wu
    ,
    Kang Chen
    ,
    Zhihui Yin
    ,
    Qiushi Chen
    ,
    Jiwei Xiong
    ,
    Jie Zhao
    ,
    Fengyuan Liu
    ,
    Yan Xing
    ,
    Liguo Duan
    ,
    Miao Yu
    ,
    Ran Zheng
    , Feng Wu,
    Xianjun Meng
  29. 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
  30. Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation
    AAAI 2025 ·
    Huayu Mai
    ,
    Rui Sun
    , Feng Wu
  31. Structure-Aware Correspondence Learning for Relative Pose Estimation
    CVPR 2025 ·
    Yihan Chen
    ,
    Wenfei Yang
    ,
    Huan Ren
    ,
    Shifeng Zhang
    ,
    Tianzhu Zhang
    , Feng Wu
  32. TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation
    ICCV 2025 ·
    Yinda Chen
    ,
    Haoyuan Shi
    ,
    Xiaoyu Liu
    ,
    Te Shi
    ,
    Ruobing Zhang
    ,
    Dong Liu
    ,
    Zhiwei Xiong
    , Feng Wu
  33. A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
    ICML 2024 ·
    Zhihai Wang
    ,
    Lei Chen
    ,
    Jie Wang
    ,
    Yinqi Bai
    ,
    Xing Li
    ,
    Xijun Li
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Yongdong Zhang
    , Feng Wu
  34. A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design
    ICML 2024 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Dongsheng Zuo
    ,
    Yunjie Ji
    ,
    Xilin Xia
    ,
    Yuzhe Ma
    ,
    Jianye Hao
    ,
    Mingxuan Yuan
    ,
    Yongdong Zhang
    , Feng Wu
  35. Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
    ICLR 2024 ·
    Hong Wang
    ,
    Zhongkai Hao
    ,
    Jie Wang
    ,
    Zijie Geng
    ,
    Zhen Wang
    ,
    Bin Li
    , Feng Wu
  36. Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
    ICML 2024 ·
    Qitan Lv
    ,
    Jie Wang
    ,
    Hanzhu Chen
    ,
    Bin Li
    ,
    Yongdong Zhang
    , Feng Wu
  37. Electron Microscopy Images as Set of Fragments for Mitochondrial Segmentation
    AAAI 2024 ·
    Naisong Luo
    ,
    Rui Sun
    ,
    Yuwen Pan
    ,
    Tianzhu Zhang
    , Feng Wu
  38. Improving Offline Reinforcement Learning with Inaccurate Simulators
    ICRA 2024 ·
    Yiwen Hou
    ,
    Haoyuan Sun
    ,
    Jinming Ma
    , Feng Wu
  39. Learning Large-Factor EM Image Super-Resolution with Generative Priors
    CVPR 2024 ·
    Jiateng Shou
    ,
    Zeyu Xiao
    ,
    Shiyu Deng
    ,
    Wei Huang
    ,
    Peiyao Shi
    ,
    Ruobing Zhang
    ,
    Zhiwei Xiong
    , Feng Wu
  40. Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing
    AAAI 2024 ·
    Qihua Chen
    ,
    Xuejin Chen
    ,
    Chenxuan Wang
    ,
    Yixiong Liu
    ,
    Zhiwei Xiong
    , Feng Wu
  41. MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
    NeurIPS 2024 ·
    Haoyang Liu
    ,
    Jie Wang
    ,
    Wanbo Zhang
    ,
    Zijie Geng
    ,
    Yufei Kuang
    ,
    Xijun Li
    ,
    Bin Li
    ,
    Yongdong Zhang
    , Feng Wu
  42. Pay Attention to Target: Relation-Aware Temporal Consistency for Domain Adaptive Video Semantic Segmentation
    AAAI 2024 ·
    Huayu Mai
    ,
    Rui Sun
    ,
    Yuan Wang
    ,
    Tianzhu Zhang
    , Feng Wu
  43. RankMatch: Exploring the Better Consistency Regularization for Semi-Supervised Semantic Segmentation
    CVPR 2024 ·
    Huayu Mai
    ,
    Rui Sun
    ,
    Tianzhu Zhang
    , Feng Wu
  44. Reinforcement Learning within Tree Search for Fast Macro Placement
    ICML 2024 ·
    Zijie Geng
    ,
    Jie Wang
    ,
    Ziyan Liu
    ,
    Siyuan Xu
    ,
    Zhentao Tang
    ,
    Mingxuan Yuan
    ,
    Jianye Hao
    ,
    Yongdong Zhang
    , Feng Wu
  45. Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
    ICLR 2024 ·
    Yufei Kuang
    ,
    Jie Wang
    ,
    Haoyang Liu
    ,
    Fangzhou Zhu
    ,
    Xijun Li
    ,
    Jia Zeng
    ,
    Jianye Hao
    ,
    Bin Li
    , Feng Wu
  46. SAM-Glomeruli: Enhanced Segment Anything Model for Precise Glomeruli Segmentation
    MICCAI 2024 ·
    Yujia Chen
    ,
    Wangkai Li
    ,
    Zhaoyang Li
    ,
    Rui Sun
    ,
    Tianzhu Zhang
    ,
    Zhiwei Xiong
    , Feng Wu
  47. Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage Control
    IJCAI 2024 ·
    Yang Qu
    ,
    Jinming Ma
    , Feng Wu
  48. Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration
    AAAI 2024 ·
    Shenglong Zhou
    ,
    Zhiwei Xiong
    , Feng Wu
  49. Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
    ICML 2024 ·
    Yufei Kuang
    ,
    Jie Wang
    ,
    Yuyan Zhou
    ,
    Xijun Li
    ,
    Fangzhou Zhu
    ,
    Jianye Hao
    , Feng Wu
  50. Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework
    NeurIPS 2024 ·
    Zhihai Wang
    ,
    Jie Wang
    ,
    Qingyue Yang
    ,
    Yinqi Bai
    ,
    Xing Li
    ,
    Lei Chen
    ,
    Jianye Hao
    ,
    Mingxuan Yuan
    ,
    Bin Li
    ,
    Yongdong Zhang
    , Feng Wu