PPaperPicks

Wanxiang Che

53 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3907-0335 ↗Homepage ↗

Venues

ACL ×20EMNLP ×11AAAI ×10NeurIPS ×5ACM MM ×2IJCAI ×2NAACL ×2SIGKDD ×1

Frequent coauthors

Qingfu Zhu
×24
Libo Qin
×18
Qiguang Chen
×16
Yijun Liu
×7
Dingzirui Wang
×7
Xuanliang Zhang
×7
Yuzhuang Xu
×6
Yixuan Wang
×6
Xiao Xu
×6
Ting Liu
×5
Yang Xu
×5
Hao Fei
×5

Papers

  1. ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs
    ACL 2026 ·
    Yuzhuang Xu
    ,
    Xu Han
    ,
    Yuxuan Li
    , Wanxiang Che
  2. AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code
    ACL 2026 ·
    ShangZhan Li
    ,
    Xinyu Yin
    ,
    Xuanyu Jin
    ,
    Ye He
    ,
    Yuxin Zhou
    ,
    Yuxuan Li
    ,
    Xu Han
    , Wanxiang Che,
    Qi Shi
    ,
    Ting Liu
    ,
    Maosong Sun
  3. Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
    AAAI 2026 ·
    Qiguang Chen
    ,
    Dengyun Peng
    ,
    Jinhao Liu
    ,
    Huikang Su
    ,
    Jiannan Guan
    ,
    Libo Qin
    , Wanxiang Che
  4. Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
    AAAI 2026 ·
    Jiannan Guan
    ,
    Qiguang Chen
    ,
    Libo Qin
    ,
    Dengyun Peng
    ,
    Jinhao Liu
    ,
    Liangyu Huo
    ,
    Jian Xie
    , Wanxiang Che
  5. CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis
    AAAI 2026 ·
    Yuzhuang Xu
    ,
    Xu Han
    ,
    Yuanchi Zhang
    ,
    Yixuan Wang
    ,
    Yijun Liu
    ,
    Shiyu Ji
    ,
    Qingfu Zhu
    , Wanxiang Che
  6. Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards
    ACL 2026 ·
    Tianhao Niu
    ,
    Ziyu Han
    ,
    Qiguang Chen
    ,
    Shiqi Zhou
    ,
    Baocai Shan
    ,
    Hengjie Fang
    ,
    Qingfu Zhu
    , Wanxiang Che
  7. HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization
    ACL 2026 ·
    Baocai Shan
    ,
    Yuzhuang Xu
    , Wanxiang Che
  8. Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction
    AAAI 2026 ·
    Yijun Liu
    ,
    Yixuan Wang
    ,
    Yuzhuang Xu
    ,
    Shiyu Ji
    ,
    Yang Xu
    ,
    Qingfu Zhu
    , Wanxiang Che
  9. OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models
    ACL 2026 ·
    Qiguang Chen
    ,
    Chengyu Luan
    ,
    Jiajun Wu
    ,
    Qiming Yu
    ,
    Yi Yang
    ,
    Yizhuo Li
    ,
    Jingqi Tong
    ,
    Xiachong Feng
    ,
    Libo Qin
    , Wanxiang Che
  10. On Safety Risks in Experience-Driven Self-Evolving Agents
    ACL 2026 ·
    Weixiang Zhao
    ,
    Yichen Zhang
    ,
    Yingshuo Wang
    ,
    Yang Deng
    ,
    Yanyan Zhao
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    , Wanxiang Che,
    Bing Qin
    ,
    Ting Liu
  11. Scaling Laws for Code: A More Data-Hungry Regime
    ACL 2026 ·
    Xianzhen Luo
    ,
    Wenzhen Zheng
    ,
    Qingfu Zhu
    ,
    Rongyi Zhang
    ,
    Houyi Li
    ,
    Siming Huang
    ,
    YuanTao Fan
    , Wanxiang Che
  12. Seer Self-Consistency: Advance Budget Estimation for Adaptive Test-Time Scaling
    ACL 2026 ·
    Shiyu Ji
    ,
    Yixuan Wang
    ,
    Yijun Liu
    ,
    Qingfu Zhu
    , Wanxiang Che
  13. Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
    AAAI 2026 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Jiahe Guo
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Yanyan Zhao
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    , Wanxiang Che,
    Ting Liu
    ,
    Bing Qin
  14. When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models
    ACL 2026 ·
    Xuan Dong
    ,
    Zhe Han
    ,
    Tianhao Niu
    ,
    Qingfu Zhu
    , Wanxiang Che
  15. Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval
    ACL 2025 ·
    Keyan Xu
    ,
    Dingzirui Wang
    ,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    , Wanxiang Che
  16. Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
    SIGKDD 2025 ·
    Zhiyuan Ma
    ,
    Jiayu Liu
    ,
    Xianzhen Luo
    ,
    Zhenya Huang
    ,
    Qingfu Zhu
    , Wanxiang Che
  17. CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation
    AAAI 2025 ·
    Yuxuan Wang
    ,
    Yijun Liu
    ,
    Fei Yu
    ,
    Chen Huang
    ,
    Kexin Li
    ,
    Zhiguo Wan
    , Wanxiang Che,
    Hongyang Chen
  18. Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation
    EMNLP 2025 ·
    Tianhao Niu
    ,
    Yiming Cui
    ,
    Baoxin Wang
    ,
    Xiao Xu
    ,
    Xin Yao
    ,
    Qingfu Zhu
    ,
    Dayong Wu
    ,
    Shijin Wang
    , Wanxiang Che
  19. ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation
    EMNLP 2025 ·
    Hao Chen
    ,
    Yukun Yan
    ,
    Sen Mei
    , Wanxiang Che,
    Zhenghao Liu
    ,
    Qi Shi
    ,
    Xinze Li
    ,
    Yuchun Fan
    ,
    Pengcheng Huang
    ,
    Qiushi Xiong
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  20. CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
    AAAI 2025 ·
    Zihui Cheng
    ,
    Qiguang Chen
    ,
    Jin Zhang
    ,
    Hao Fei
    ,
    Xiaocheng Feng
    , Wanxiang Che,
    Min Li
    ,
    Libo Qin
  21. DAC: Decomposed Automation Correction for Text-to-SQL
    EMNLP 2025 ·
    Dingzirui Wang
    ,
    Longxu Dou
    ,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    , Wanxiang Che
  22. DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective
    EMNLP 2025 ·
    Dengyun Peng
    ,
    Yuhang Zhou
    ,
    Qiguang Chen
    ,
    Jinhao Liu
    ,
    Jingjing Chen
    ,
    Libo Qin
    , Wanxiang Che
  23. Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection
    AAAI 2025 ·
    Libo Qin
    ,
    Qiguang Chen
    ,
    Jingxuan Zhou
    ,
    Jin Wang
    ,
    Hao Fei
    , Wanxiang Che,
    Min Li
  24. Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025
    ACL 2025 · Wanxiang Che,
    Joyce Nabende
    ,
    Ekaterina Shutova
    ,
    Mohammad Taher Pilehvar
  25. Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
    IJCAI 2025 ·
    Peng Wang
    ,
    Shuo Li
    ,
    Ruoxi Zhou
    ,
    Qiguang Chen
    ,
    Xiao Xu
    ,
    Hao Fei
    ,
    Dagang Li
    , Wanxiang Che,
    Libo Qin
  26. KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus
    NAACL 2025 ·
    Xiaoming Shi
    ,
    Zeming Liu
    ,
    Yiming Lei
    ,
    Chenkai Zhang
    ,
    Haitao Leng
    ,
    Chuan Wang
    ,
    Qingjie Liu
    , Wanxiang Che,
    Yunhong Wang
  27. Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query
    EMNLP 2025 ·
    Yixuan Wang
    ,
    Shiyu Ji
    ,
    Yijun Liu
    ,
    Yuzhuang Xu
    ,
    Yang Xu
    ,
    Qingfu Zhu
    , Wanxiang Che
  28. MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models
    ACM MM 2025 ·
    Yiyan Ji
    ,
    Haoran Chen
    ,
    Qiguang Chen
    ,
    Chengyue Wu
    ,
    Libo Qin
    , Wanxiang Che
  29. MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
    EMNLP 2025 ·
    Xuanliang Zhang
    ,
    Dingzirui Wang
    ,
    Keyan Xu
    ,
    Qingfu Zhu
    , Wanxiang Che
  30. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025
    ACL 2025 · Wanxiang Che,
    Joyce Nabende
    ,
    Ekaterina Shutova
    ,
    Mohammad Taher Pilehvar
  31. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025
    ACL 2025 · Wanxiang Che,
    Joyce Nabende
    ,
    Ekaterina Shutova
    ,
    Mohammad Taher Pilehvar
  32. RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals
    EMNLP 2025 ·
    Xuanliang Zhang
    ,
    Dingzirui Wang
    ,
    Keyan Xu
    ,
    Qingfu Zhu
    , Wanxiang Che
  33. Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring
    NAACL 2025 ·
    Honglin Mu
    ,
    Han He
    ,
    Yuxin Zhou
    ,
    Yunlong Feng
    ,
    Yang Xu
    ,
    Libo Qin
    ,
    Xiaoming Shi
    ,
    Zeming Liu
    ,
    Xudong Han
    ,
    Qi Shi
    ,
    Qingfu Zhu
    , Wanxiang Che
  34. ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
    ACM MM 2025 ·
    Yongheng Zhang
    ,
    Xu Liu
    ,
    Ruihan Tao
    ,
    Qiguang Chen
    ,
    Hao Fei
    , Wanxiang Che,
    Libo Qin
  35. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Zihui Cheng
    ,
    Qiguang Chen
    ,
    Xiao Xu
    ,
    Jiaqi Wang
    ,
    Weiyun Wang
    ,
    Hao Fei
    ,
    Yidong Wang
    ,
    Alex Jinpeng Wang
    ,
    Zhi Chen
    , Wanxiang Che,
    Libo Qin
  36. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    NeurIPS 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Yulin Hu
    ,
    Xingyu Sui
    ,
    Yanyan Zhao
    , Wanxiang Che,
    Bing Qin
    ,
    Tat-Seng Chua
    ,
    Ting Liu
  37. AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought
    ACL 2024 ·
    Yongheng Zhang
    ,
    Qiguang Chen
    ,
    Min Li
    , Wanxiang Che,
    Libo Qin
  38. Concise and Precise Context Compression for Tool-Using Language Models
    ACL 2024 ·
    Yang Xu
    ,
    Yunlong Feng
    ,
    Honglin Mu
    ,
    Yutai Hou
    ,
    Yitong Li
    ,
    Xinghao Wang
    ,
    Wanjun Zhong
    ,
    Zhongyang Li
    ,
    Dandan Tu
    ,
    Qingfu Zhu
    ,
    Min Zhang
    , Wanxiang Che
  39. Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding
    IJCAI 2024 ·
    Libo Qin
    ,
    Qiguang Chen
    ,
    Jingxuan Zhou
    ,
    Qinzheng Li
    ,
    Chunlin Lu
    , Wanxiang Che
  40. Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
    ACL 2024 ·
    Dingzirui Wang
    ,
    Longxu Dou
    ,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    , Wanxiang Che
  41. Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models
    AAAI 2024 ·
    Dingzirui Wang
    ,
    Longxu Dou
    ,
    Wenbin Zhang
    ,
    Junyu Zeng
    , Wanxiang Che
  42. Exploring Hybrid Question Answering via Program-based Prompting
    ACL 2024 ·
    Qi Shi
    ,
    Han Cui
    ,
    Haofeng Wang
    ,
    Qingfu Zhu
    , Wanxiang Che,
    Ting Liu
  43. Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
    EMNLP 2024 ·
    Dingzirui Wang
    ,
    Longxu Dou
    ,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    , Wanxiang Che
  44. Improving Grammatical Error Correction via Contextual Data Augmentation
    ACL 2024 ·
    Yixuan Wang
    ,
    Baoxin Wang
    ,
    Yijun Liu
    ,
    Qingfu Zhu
    ,
    Dayong Wu
    , Wanxiang Che
  45. Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
    EMNLP 2024 ·
    Yixuan Wang
    ,
    Xianzhen Luo
    ,
    Fuxuan Wei
    ,
    Yijun Liu
    ,
    Qingfu Zhu
    ,
    Xuanyu Zhang
    ,
    Qing Yang
    ,
    Dongliang Xu
    , Wanxiang Che
  46. M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
    ACL 2024 ·
    Qiguang Chen
    ,
    Libo Qin
    ,
    Jin Zhang
    ,
    Zhi Chen
    ,
    Xiao Xu
    , Wanxiang Che
  47. OneBit: Towards Extremely Low-bit Large Language Models
    NeurIPS 2024 ·
    Yuzhuang Xu
    ,
    Xu Han
    ,
    Zonghan Yang
    ,
    Shuo Wang
    ,
    Qingfu Zhu
    ,
    Zhiyuan Liu
    ,
    Weidong Liu
    , Wanxiang Che
  48. Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
    EMNLP 2024 ·
    Xianzhen Luo
    ,
    Qingfu Zhu
    ,
    Zhiming Zhang
    ,
    Libo Qin
    ,
    Xuanyu Zhang
    ,
    Qing Yang
    ,
    Dongliang Xu
    , Wanxiang Che
  49. SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models
    ACL 2024 ·
    Weixiang Zhao
    ,
    Shilong Wang
    ,
    Yulin Hu
    ,
    Yanyan Zhao
    ,
    Bing Qin
    ,
    Xuanyu Zhang
    ,
    Qing Yang
    ,
    Dongliang Xu
    , Wanxiang Che
  50. Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
    EMNLP 2024 ·
    Yunlong Feng
    ,
    Dechuan Teng
    ,
    Yang Xu
    ,
    Honglin Mu
    ,
    Xiao Xu
    ,
    Libo Qin
    ,
    Qingfu Zhu
    , Wanxiang Che
  51. Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
    AAAI 2024 ·
    Bohan Li
    ,
    Xiao Xu
    ,
    Xinghao Wang
    ,
    Yutai Hou
    ,
    Yunlong Feng
    ,
    Feng Wang
    ,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    , Wanxiang Che
  52. Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
    NeurIPS 2024 ·
    Qiguang Chen
    ,
    Libo Qin
    ,
    Jiaqi Wang
    ,
    Jingxuan Zhou
    , Wanxiang Che
  53. What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
    NeurIPS 2024 ·
    Libo Qin
    ,
    Qiguang Chen
    ,
    Hao Fei
    ,
    Zhi Chen
    ,
    Min Li
    , Wanxiang Che