Yutai Hou

9 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×4 EMNLP ×2 AAAI ×1 ICDE ×1 ICLR ×1

Frequent coauthors

Dandan Tu

×6

Xiao Ding

×4

Ting Liu

×4

Yuxian Wang

×4

Weiwen Liu

×4

Bing Qin

×3

Yirong Zeng

×3

Wu Ning

×3

Duyu Tang

×3

Bibo Cai

×2

Xu Huang

×2

Xingshan Zeng

×2

Papers

MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models
ACL 2026 ·
Peng Wang
,
Yuxiong Yan
,
Xiao Ding
,
Kai Xiong
,
Bibo Cai
,
Chao Peng
, Yutai Hou,
Dandan Tu
,
Bing Qin
,
Ting Liu
TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
ACL 2026 ·
Yirong Zeng
,
Yufei Liu
,
Xiao Ding
, Yutai Hou,
Yuxian Wang
,
Wu Ning
,
Haonan Song
,
Dandan Tu
,
Qixun Zhang
,
Yuxiang He
,
Bibo Cai
,
Ting Liu
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
EMNLP 2025 ·
Yirong Zeng
,
Xiao Ding
, Yutai Hou,
Yuxian Wang
,
Li Du
,
Juyi Dai
,
Qiuyang Ding
,
Duyu Tang
,
Dandan Tu
,
Weiwen Liu
,
Bing Qin
,
Ting Liu
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
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
EMNLP 2025 ·
Yirong Zeng
,
Xiao Ding
,
Yuxian Wang
,
Weiwen Liu
, Yutai Hou,
Wu Ning
,
Xu Huang
,
Duyu Tang
,
Dandan Tu
,
Bing Qin
,
Ting Liu
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning
ICDE 2024 ·
Yilun Liu
,
Shimin Tao
,
Xiaofeng Zhao
,
Ming Zhu
,
Wenbing Ma
,
Junhao Zhu
,
Chang Su
, Yutai Hou,
Miao Zhang
,
Min Zhang
,
Hongxia Ma
,
Li Zhang
,
Hao Yang
,
Yanfei Jiang
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
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
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