Yasheng Wang

34 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×12 ICLR ×6 EMNLP ×5 NeurIPS ×4 AAAI ×2 NAACL ×2 CIKM ×1 ECML-PKDD ×1 ICML ×1

Frequent coauthors

Lifeng Shang

×17

Ruiming Tang

×17

Weiwen Liu

×11

Xin Jiang

×10

Qun Liu

×10

Xinyi Dai

×9

Liangyou Li

×8

Xingshan Zeng

×7

Weinan Zhang

×7

Yong Yu

×7

Yufei Wang

×7

Zezhong Wang

×5

Papers

EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing
AAAI 2026 ·
Fan Gao
,
Dongyuan Li
,
Ding Xia
,
Fei Mi
, Yasheng Wang,
Lifeng Shang
,
Baojun Wang
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning
AAAI 2026 ·
Xingshan Zeng
,
Weiwen Liu
,
Xu Huang
,
Zezhong Wang
,
Lingzhi Wang
,
Liangyou Li
, Yasheng Wang,
Lifeng Shang
,
Xin Jiang
,
Ruiming Tang
,
Qun Liu
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
ACL 2025 ·
Wenjun Li
,
Dexun Li
,
Kuicai Dong
,
Cong Zhang
,
Hao Zhang
,
Weiwen Liu
, Yasheng Wang,
Ruiming Tang
,
Yong Liu
AdvKT: An Adversarial Multi-step Training Framework for Knowledge Tracing
ECML-PKDD 2025 ·
Lingyue Fu
,
Ting Long
,
Jianghao Lin
,
Wei Xia
,
Xinyi Dai
,
Ruiming Tang
, Yasheng Wang,
Weinan Zhang
,
Yong Yu
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering
NeurIPS 2025 ·
Kuicai Dong
,
Yujing Chang
,
Shijie Huang
, Yasheng Wang,
Ruiming Tang
,
Yong Liu
Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
ACL 2025 ·
Kounianhua Du
,
Hanjing Wang
,
Jianxing Liu
,
Jizheng Chen
,
Xinyi Dai
, Yasheng Wang,
Ruiming Tang
,
Yong Yu
,
Jun Wang
,
Weinan Zhang
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
ICLR 2025 ·
Yuxin Jiang
,
Bo Huang
,
Yufei Wang
,
Xingshan Zeng
,
Liangyou Li
, Yasheng Wang,
Xin Jiang
,
Lifeng Shang
,
Ruiming Tang
,
Wei Wang
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
NAACL 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Yufei Wang
,
Liangyou Li
, Yasheng Wang,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
,
Kam-Fai Wong
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models
ACL 2025 ·
Xiangyang Li
,
Kuicai Dong
,
Yi Quan Lee
,
Wei Xia
,
Hao Zhang
,
Xinyi Dai
, Yasheng Wang,
Ruiming Tang
CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation
ACL 2025 ·
Qingyao Li
,
Xinyi Dai
,
Xiangyang Li
,
Weinan Zhang
, Yasheng Wang,
Ruiming Tang
,
Yong Yu
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
ACL 2025 ·
Qiyuan Zhang
,
Yufei Wang
,
Yuxin Jiang
,
Liangyou Li
,
Chuhan Wu
, Yasheng Wang,
Xin Jiang
,
Lifeng Shang
,
Ruiming Tang
,
Fuyuan Lyu
,
Chen Ma
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
ACL 2025 ·
Jizheng Chen
,
Kounianhua Du
,
Xinyi Dai
,
Weiming Zhang
,
Xihuai Wang
, Yasheng Wang,
Ruiming Tang
,
Weinan Zhang
,
Yong Yu
DeepDiver: Adaptive Web-Search Intensity Scaling via Reinforcement Learning
NeurIPS 2025 ·
Wenxuan Shi
,
Haochen Tan
,
Chuqiao Kuang
,
Xiaoguang Li
,
Hanting Chen
,
Xiaozhe Ren
, Yasheng Wang,
Lu Hou
,
Lifeng Shang
Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape
ICML 2025 ·
Tao Li
,
Zhengbao He
,
Yujun Li
, Yasheng Wang,
Lifeng Shang
,
Xiaolin Huang
Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition?
EMNLP 2025 ·
Xiangyang Li
,
Xiaopeng Li
,
Kuicai Dong
,
Quanhu Zhang
,
Rongju Ruan
,
Xinyi Dai
, Yasheng Wang,
Ruiming Tang
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction
ACL 2025 ·
Yuxin Jiang
,
Yufei Wang
,
Chuhan Wu
,
Xinyi Dai
,
Yan Xu
,
Weinan Gan
, Yasheng Wang,
Xin Jiang
,
Lifeng Shang
,
Ruiming Tang
,
Wei Wang
Learning Evolving Tools for Large Language Models
ICLR 2025 ·
Guoxin Chen
,
Zhong Zhang
,
Xin Cong
,
Fangda Guo
,
Yesai Wu
,
Yankai Lin
,
Wenzheng Feng
, Yasheng Wang
NILE: Internal Consistency Alignment in Large Language Models
EMNLP 2025 ·
Minda Hu
,
Qiyuan Zhang
,
Yufei Wang
,
Bowei He
,
Hongru Wang
,
Jingyan Zhou
,
Liangyou Li
, Yasheng Wang,
Chen Ma
,
Irwin King
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
EMNLP 2025 ·
Weiming Zhang
,
Qingyao Li
,
Xinyi Dai
,
Jizheng Chen
,
Kounianhua Du
,
Weiwen Liu
, Yasheng Wang,
Ruiming Tang
,
Yong Yu
,
Weinan Zhang
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
ICLR 2025 ·
Yaxi Lu
,
Shenzhi Yang
,
Cheng Qian
,
Guirong Chen
,
Qinyu Luo
,
Yesai Wu
,
Huadong Wang
,
Xin Cong
,
Zhong Zhang
,
Yankai Lin
,
Weiwen Liu
, Yasheng Wang,
Zhiyuan Liu
,
Fangming Liu
,
Maosong Sun
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
NeurIPS 2025 ·
Wanlong Liu
,
Junxiao Xu
,
Fei Yu
,
Yukang Lin
,
Ke Ji
,
Wenyu Chen
,
Lifeng Shang
, Yasheng Wang,
Yan Xu
,
Benyou Wang
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
EMNLP 2025 ·
Qingyao Li
,
Wei Xia
,
Xinyi Dai
,
Kounianhua Du
,
Weiwen Liu
, Yasheng Wang,
Ruiming Tang
,
Yong Yu
,
Weinan Zhang
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
ICLR 2025 ·
Qiyuan Zhang
,
Yufei Wang
,
Tiezheng Yu
,
Yuxin Jiang
,
Chuhan Wu
,
Liangyou Li
, Yasheng Wang,
Xin Jiang
,
Lifeng Shang
,
Ruiming Tang
,
Fuyuan Lyu
,
Chen Ma
RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
NeurIPS 2025 ·
Junda Zhu
,
Jun Ai
,
Yujun Li
,
Yichun Yin
, Yasheng Wang,
Lifeng Shang
,
Qun Liu
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
ACL 2025 ·
Chengwu Liu
,
Ye Yuan
,
Yichun Yin
,
Yan Xu
,
Xin Xu
,
Zaoyu Chen
, Yasheng Wang,
Lifeng Shang
,
Qun Liu
,
Ming Zhang
Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation
ICLR 2025 ·
Jingxuan Chen
,
Derek Yuen
,
Bin Xie
,
Yuhao Yang
,
Gongwei Chen
,
Zhihao Wu
,
Li Yixing
,
Xurui Zhou
,
Weiwen Liu
,
Shuai Wang
,
Kaiwen Zhou
,
Rui Shao
,
Liqiang Nie
, Yasheng Wang,
Jianye Hao
,
Jun Wang
,
Kun Shao
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning
EMNLP 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Yufei Wang
,
Liangyou Li
, Yasheng Wang,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
,
Kam-Fai Wong
ToolACE: Winning the Points of LLM Function Calling
ICLR 2025 ·
Weiwen Liu
,
Xu Huang
,
Xingshan Zeng
,
Xinlong Hao
,
Shuai Yu
,
Dexun Li
,
Shuai Wang
,
Weinan Gan
,
Zhengying Liu
,
Yuanqing Yu
,
Zezhong Wang
,
Yuxian Wang
,
Wu Ning
,
Yutai Hou
,
Bin Wang
,
Chuhan Wu
,
Xinzhi Wang
,
Yong Liu
, Yasheng Wang,
Duyu Tang
,
Dandan Tu
,
Lifeng Shang
,
Xin Jiang
,
Ruiming Tang
,
Defu Lian
,
Qun Liu
,
Enhong Chen
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
NAACL 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Liangyou Li
, Yasheng Wang,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
,
Kam-Fai Wong
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
ACL 2024 ·
Yiwei Li
,
Fei Mi
,
Yitong Li
, Yasheng Wang,
Bin Sun
,
Shaoxiong Feng
,
Kan Li
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
ACL 2024 ·
Xuming Hu
,
Xiaochuan Li
,
Junzhe Chen
,
Yinghui Li
,
Yangning Li
,
Xiaoguang Li
, Yasheng Wang,
Qun Liu
,
Lijie Wen
,
Philip S. Yu
,
Zhijiang Guo
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
ACL 2024 ·
Shijue Huang
,
Wanjun Zhong
,
Jianqiao Lu
,
Qi Zhu
,
Jiahui Gao
,
Weiwen Liu
,
Yutai Hou
,
Xingshan Zeng
, Yasheng Wang,
Lifeng Shang
,
Xin Jiang
,
Ruifeng Xu
,
Qun Liu
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
ACL 2024 ·
Haochen Tan
,
Zhijiang Guo
,
Zhan Shi
,
Lu Xu
,
Zhili Liu
,
Yunlong Feng
,
Xiaoguang Li
, Yasheng Wang,
Lifeng Shang
,
Qun Liu
,
Linqi Song
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model
CIKM 2024 ·
Lingyue Fu
,
Hao Guan
,
Kounianhua Du
,
Jianghao Lin
,
Wei Xia
,
Weinan Zhang
,
Ruiming Tang
, Yasheng Wang,
Yong Yu