Qianyu He

18 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×7 AAAI ×3 EMNLP ×3 NeurIPS ×2 ICDE ×1 ICLR ×1 NAACL ×1

Frequent coauthors

Jiaqing Liang

×15

Yanghua Xiao

×15

Jie Zeng

×5

Zeye Sun

×4

Fei Yu

×4

Siyu Yuan

×4

Powei Chang

×3

Jin Xiao

×3

Qingyu Ren

×3

Qianxi He

×3

Weikang Zhou

×3

Wenhao Huang

×3

Papers

ChemAmp: Amplified Chemistry Tools via Composable Agents
ACL 2026 ·
Zhucong Li
,
Powei Chang
,
Jin Xiao
,
Zhijian Zhou
, Qianyu He,
Jiaqing Liang
,
Fenglei Cao
,
Yinghui Xu
,
Yuan Qi
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
ACL 2026 ·
Qingyu Ren
, Qianyu He,
Powei Chang
,
Jie Zeng
,
Zeye Sun
,
Fei Yu
,
Jiaqing Liang
,
Yanghua Xiao
Metaphor Reasoning is Meta-reasoning
ACL 2026 · Qianyu He,
Junting Lu
,
Yikai Zhang
,
Siyu Yuan
,
Xiaojun Meng
,
Jiansheng Wei
,
Jiaqing Liang
,
Yanghua Xiao
What Makes an Ideal Quote? Recommending "Unexpected yet Rational" Quotations via Novelty
ACL 2026 ·
Powei Chang
,
Jin Xiao
,
Guanglei Yue
, Qianyu He,
Yanghua Xiao
,
Deqing Yang
,
Jiaqing Liang
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
NeurIPS 2025 ·
Jiangjie Chen
, Qianyu He,
Siyu Yuan
,
Aili Chen
,
Zhicheng Cai
,
Weinan Dai
,
Hongli Yu
,
Jiaze Chen
,
Xuefeng Li
,
Qiying Yu
,
Hao Zhou
,
Mingxuan Wang
KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
NeurIPS 2025 ·
Jiajun Shi
,
Jian Yang
,
Jiaheng Liu
,
Xingyuan Bu
,
Jiangjie Chen
,
Junting Zhou
,
Kaijing Ma
,
Zhoufutu Wen
,
Bingli Wang
,
Yancheng He
,
Liang Song
,
Hualei Zhu
,
Shilong Li
,
Xingjian Wang
,
Wei Zhang
,
Ruibin Yuan
,
Yifan Yao
,
Wenjun Yang
,
Yunli Wang
,
Siyuan Fang
,
Siyu Yuan
, Qianyu He,
Robert Tang
,
Yingshui Tan
,
Wangchunshu Zhou
,
Zhao-Xiang Zhang
,
Zhoujun Li
,
Wenhao Huang
,
Ge Zhang
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
EMNLP 2025 ·
Qianxi He
, Qianyu He,
Jiaqing Liang
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
,
Yanghua Xiao
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
ACL 2025 ·
Jie Zeng
, Qianyu He,
Qingyu Ren
,
Jiaqing Liang
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
,
Yanghua Xiao
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
ACL 2025 ·
Qingyu Ren
,
Jie Zeng
, Qianyu He,
Jiaqing Liang
,
Yanghua Xiao
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
ICLR 2025 ·
Chengyu Du
,
Jinyi Han
,
Yizhou Ying
,
Aili Chen
, Qianyu He,
Haokun Zhao
,
Haoran Guo
,
Sirui Xia
,
Jiaqing Liang
,
Zulong Chen
,
Liangyue Li
,
Yanghua Xiao
Can Large Language Models Understand Real-World Complex Instructions?
AAAI 2024 · Qianyu He,
Jie Zeng
,
Wenhao Huang
,
Lina Chen
,
Jin Xiao
,
Qianxi He
,
Xunzhe Zhou
,
Jiaqing Liang
,
Yanghua Xiao
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
ICDE 2024 ·
Yuncheng Huang
, Qianyu He,
Jiaqing Liang
,
Sihang Jiang
,
Yanghua Xiao
,
Yunwen Chen
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
EMNLP 2024 · Qianyu He,
Jie Zeng
,
Qianxi He
,
Jiaqing Liang
,
Yanghua Xiao
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
EMNLP 2024 ·
Wenhao Huang
, Qianyu He,
Zhixu Li
,
Jiaqing Liang
,
Yanghua Xiao
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
ACL 2024 ·
Yikai Zhang
, Qianyu He,
Xintao Wang
,
Siyu Yuan
,
Jiaqing Liang
,
Yanghua Xiao
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
NAACL 2024 ·
Yanda Li
,
Dixuan Wang
,
Jiaqing Liang
,
Guochao Jiang
, Qianyu He,
Yanghua Xiao
,
Deqing Yang
Small Language Model Can Self-Correct
AAAI 2024 ·
Haixia Han
,
Jiaqing Liang
,
Jie Shi
, Qianyu He,
Yanghua Xiao
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation
AAAI 2024 ·
Zhouhong Gu
,
Xiaoxuan Zhu
,
Haoning Ye
,
Lin Zhang
,
Jianchen Wang
,
Yixin Zhu
,
Sihang Jiang
,
Zhuozhi Xiong
,
Zihan Li
,
Weijie Wu
, Qianyu He,
Rui Xu
,
Wenhao Huang
,
Jingping Liu
,
Zili Wang
,
Shusen Wang
,
Weiguo Zheng
,
Hongwei Feng
,
Yanghua Xiao