Dayiheng Liu

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×11 NeurIPS ×4 EMNLP ×3 AAAI ×1 ICLR ×1

Frequent coauthors

Junyang Lin

×14

Jingren Zhou

×6

Mingfeng Xue

×5

Bowen Yu

×5

Kexin Yang

×4

Keqin Bao

×4

Rui Men

×4

Wenjie Wang

×3

Fuli Feng

×3

Runji Lin

×3

Keming Lu

×3

Zhenru Zhang

×3

Papers

Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
ACL 2026 ·
Yi Fang
,
Wenjie Wang
,
Mingfeng Xue
,
Boyi Deng
,
Fengli Xu
, Dayiheng Liu,
Fuli Feng
HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
ACL 2026 ·
Ru Peng
,
Tianyu Zhao
,
Xijun Gu
,
Zhiting Fan
,
Haokai Xu
,
Jinyang Zhang
,
Yawen Zeng
,
Yihong Zhuang
,
Kexin Yang
,
Junyang Lin
, Dayiheng Liu,
Junbo Zhao
MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
ACL 2026 ·
Xiaoyuan Li
,
Keqin Bao
,
Yubo Ma
,
Moxin Li
,
Wenjie Wang
,
Rui Men
,
Yichang Zhang
,
Fuli Feng
, Dayiheng Liu
PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
ACL 2026 ·
Yuzhen Shi
,
Huanghai Liu
,
Yiran Hu
,
Gaojie Song
,
Xinran Xu
,
Yubo Ma
,
Tianyi Tang
,
Li Zhang
,
Qingjing Chen
,
Di Feng
,
Wenbo Lv
,
Weiheng Wu
,
Kexin Yang
,
Sen Yang
,
Wei Wang
,
Rongyao Shi
,
Yuanyang Qiu
,
Yuemeng Qi
,
Jingwen Zhang
,
Xiaoyu Sui
,
Yifan Chen
,
Yi Zhang
,
An Yang
,
Bowen Yu
, Dayiheng Liu,
Junyang Lin
,
Weixing Shen
,
Bing Zhao
,
Charles L. A. Clarke
,
Hu Wei
Chain of Execution Supervision Promotes General Reasoning in Large Language Models
NeurIPS 2025 ·
Nuo Chen
,
Zehua Li
,
Keqin Bao
,
Junyang Lin
, Dayiheng Liu
DataMan: Data Manager for Pre-training Large Language Models
ICLR 2025 ·
Ru Peng
,
Kexin Yang
,
Yawen Zeng
,
Junyang Lin
, Dayiheng Liu,
Junbo Zhao
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
ACL 2025 ·
Zihan Qiu
,
Zeyu Huang
,
Bo Zheng
,
Kaiyue Wen
,
Zekun Wang
,
Rui Men
,
Ivan Titov
, Dayiheng Liu,
Jingren Zhou
,
Junyang Lin
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
NeurIPS 2025 ·
Zihan Qiu
,
Zekun Wang
,
Bo Zheng
,
Zeyu Huang
,
Kaiyue Wen
,
Songlin Yang
,
Rui Men
,
Le Yu
,
Fei Huang
,
Suozhi Huang
, Dayiheng Liu,
Jingren Zhou
,
Junyang Lin
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
ACL 2025 ·
Xiaoyuan Li
,
Moxin Li
,
Rui Men
,
Yichang Zhang
,
Keqin Bao
,
Wenjie Wang
,
Fuli Feng
, Dayiheng Liu,
Junyang Lin
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025 ·
Bofei Gao
,
Zefan Cai
,
Runxin Xu
,
Peiyi Wang
,
Ce Zheng
,
Runji Lin
,
Keming Lu
, Dayiheng Liu,
Chang Zhou
,
Wen Xiao
,
Tianyu Liu
,
Baobao Chang
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines
EMNLP 2025 ·
Jinyang Zhang
,
Kexin Yang
,
Yu Wan
,
Muyang Ye
,
Baosong Yang
,
Fei Huang
,
Junyang Lin
, Dayiheng Liu
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
EMNLP 2025 ·
Yidan Zhang
,
Yu Wan
,
Boyi Deng
,
Baosong Yang
,
Haoran Wei
,
Fei Huang
,
Bowen Yu
, Dayiheng Liu,
Junyang Lin
,
Fei Huang
,
Jingren Zhou
Parallel Scaling Law for Language Models
NeurIPS 2025 ·
Mouxiang Chen
,
Binyuan Hui
,
Zeyu Cui
,
Jiaxi Yang
, Dayiheng Liu,
Jianling Sun
,
Junyang Lin
,
Zhongxin Liu
ProcessBench: Identifying Process Errors in Mathematical Reasoning
ACL 2025 ·
Chujie Zheng
,
Zhenru Zhang
,
Beichen Zhang
,
Runji Lin
,
Keming Lu
,
Bowen Yu
, Dayiheng Liu,
Jingren Zhou
,
Junyang Lin
START: Self-taught Reasoner with Tools
EMNLP 2025 ·
Chengpeng Li
,
Mingfeng Xue
,
Zhenru Zhang
,
Jiaxi Yang
,
Beichen Zhang
,
Bowen Yu
,
Binyuan Hui
,
Junyang Lin
,
Xiang Wang
, Dayiheng Liu
Teaching Language Models to Reason with Tools
NeurIPS 2025 ·
Chengpeng Li
,
Zhengyang Tang
,
Ziniu Li
,
Mingfeng Xue
,
Keqin Bao
,
Tian Ding
,
Ruoyu Sun
,
Benyou Wang
,
Xiang Wang
,
Junyang Lin
, Dayiheng Liu
The Lessons of Developing Process Reward Models in Mathematical Reasoning
ACL 2025 ·
Zhenru Zhang
,
Chujie Zheng
,
Yangzhen Wu
,
Beichen Zhang
,
Runji Lin
,
Bowen Yu
, Dayiheng Liu,
Jingren Zhou
,
Junyang Lin
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024 ·
Guanting Dong
,
Hongyi Yuan
,
Keming Lu
,
Chengpeng Li
,
Mingfeng Xue
, Dayiheng Liu,
Wei Wang
,
Zheng Yuan
,
Chang Zhou
,
Jingren Zhou
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models
ACL 2024 ·
Yidan Zhang
,
Mingfeng Xue
, Dayiheng Liu,
Zhenan He
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation
AAAI 2024 ·
Yuyan Chen
,
Yichen Yuan
,
Panjun Liu
, Dayiheng Liu,
Qinghao Guan
,
Mengfei Guo
,
Haiming Peng
,
Bang Liu
,
Zhixu Li
,
Yanghua Xiao