Yinghui Li

31 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×9 EMNLP ×6 AAAI ×5 NeurIPS ×4 ICLR ×2 IROS ×2 CIKM ×1 ICDE ×1 ICML ×1

Frequent coauthors

Yangning Li

×20

Hai-Tao Zheng

×17

Philip S. Yu

×14

Wenhao Jiang

×9

Ying Shen

×8

Haojing Huang

×6

Jingheng Ye

×5

Zishan Xu

×5

Yankai Chen

×4

Hui Wang

×4

Jiayi Kuang

×4

Shirong Ma

×4

Papers

Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
ACL 2026 ·
Huiyao Chen
,
Yi Yang
, Yinghui Li,
Meishan Zhang
,
Baotian Hu
,
Min Zhang
CL²GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
ACL 2026 ·
Shang Qin
,
Jingheng Ye
, Yinghui Li,
Hai-Tao Zheng
,
Qi Li
,
Jinxiao Shan
,
Zhixing Li
,
Hong-Gee Kim
DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion
AAAI 2026 · Yinghui Li,
Qianyu Zhou
,
Di Shao
,
Hao Yang
,
Ye Zhu
,
Richard Dazeley
,
Xuequan Lu
Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
ACL 2026 ·
Wei-Chieh Huang
,
Henry Peng Zou
,
Yaozu Wu
,
Dongyuan Li
,
Yankai Chen
,
Weizhi Zhang
,
Yangning Li
,
Angelo Zangari
,
Jizhou Guo
,
Chunyu Miao
,
Liancheng Fang
,
Langzhou He
, Yinghui Li,
Renhe Jiang
,
Philip S. Yu
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025 ·
Yangning Li
,
Weizhi Zhang
,
Yuyao Yang
,
Wei-Chieh Huang
,
Yaozu Wu
,
Junyu Luo
,
Yuanchen Bei
,
Henry Peng Zou
,
Xiao Luo
,
Yusheng Zhao
,
Chunkit Chan
,
Yankai Chen
,
Zhongfen Deng
, Yinghui Li,
Hai-Tao Zheng
,
Dongyuan Li
,
Renhe Jiang
,
Ming Zhang
,
Yangqiu Song
,
Philip S. Yu
AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
NeurIPS 2025 ·
Yangning Li
,
Shaoshen Chen
, Yinghui Li,
Yankai Chen
,
Hai-Tao Zheng
,
Hui Wang
,
Wenhao Jiang
,
Philip S. Yu
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
NeurIPS 2025 ·
Jiayi Kuang
,
Haojing Huang
, Yinghui Li,
Xinnian Liang
,
Zhikun Xu
,
Yangning Li
,
Xiaoyu Tan
,
Chao Qu
,
Meishan Zhang
,
Ying Shen
,
Philip S. Yu
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
ICLR 2025 ·
Yangning Li
, Yinghui Li,
Xinyu Wang
,
Yong Jiang
,
Zhen Zhang
,
Xinran Zheng
,
Hui Wang
,
Hai-Tao Zheng
,
Fei Huang
,
Jingren Zhou
,
Philip S. Yu
CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
ACL 2025 ·
Jingheng Ye
,
Zishan Xu
, Yinghui Li,
Linlin Song
,
Qingyu Zhou
,
Hai-Tao Zheng
,
Ying Shen
,
Wenhao Jiang
,
Hong-Gee Kim
,
Ruitong Liu
,
Xin Su
,
Zifei Shan
DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion
AAAI 2025 · Yinghui Li,
Qianyu Zhou
,
Jingyu Gong
,
Ye Zhu
,
Richard Dazeley
,
Xinkui Zhao
,
Xuequan Lu
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
ACL 2025 ·
Shaoshen Chen
,
Yangning Li
,
Zishan Xu
,
Yongqin Zeng
,
Shunlong Wu
,
Xinshuo Hu
,
Zifei Shan
,
Xin Su
,
Jiwei Tang
, Yinghui Li,
Hai-Tao Zheng
EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
AAAI 2025 ·
Jingheng Ye
,
Shang Qin
, Yinghui Li,
Xuxin Cheng
,
Libo Qin
,
Hai-Tao Zheng
,
Ying Shen
,
Peng Xing
,
Zishan Xu
,
Guo Cheng
,
Wenhao Jiang
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
ACL 2025 ·
Jiayi Kuang
, Yinghui Li,
Chen Wang
,
Haohao Luo
,
Ying Shen
,
Wenhao Jiang
Learning Natural and Robust Hexapod Locomotion over Complex Terrains via Motion Priors based on Deep Reinforcement Learning
IROS 2025 ·
Xin Liu
,
Jinze Wu
, Yinghui Li,
Chenkun Qi
,
Yufei Xue
,
Feng Gao
MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
EMNLP 2025 ·
Peng Xing
, Yinghui Li,
Shirong Ma
,
Xinnian Liang
,
Haojing Huang
,
Yangning Li
,
Shu-Yu Guo
,
Hai-Tao Zheng
,
Wenhao Jiang
,
Ying Shen
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025 · Yinghui Li,
Jiayi Kuang
,
Haojing Huang
,
Zhikun Xu
,
Xinnian Liang
,
Yi Yu
,
Wenlian Lu
,
Yangning Li
,
Xiaoyu Tan
,
Chao Qu
,
Ying Shen
,
Hai-Tao Zheng
,
Philip S. Yu
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
EMNLP 2025 ·
Jingheng Ye
,
Yong Jiang
,
Xiaobin Wang
, Yinghui Li,
Yangning Li
,
Pengjun Xie
,
Fei Huang
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
EMNLP 2025 ·
Qingsong Lv
,
Yangning Li
,
Zihua Lan
,
Zishan Xu
,
Jiwei Tang
,
Tingwei Lu
, Yinghui Li,
Wenhao Jiang
,
Hong-Gee Kim
,
Hai-Tao Zheng
,
Philip S. Yu
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
ICLR 2025 · Yinghui Li,
Haojing Huang
,
Jiayi Kuang
,
Yangning Li
,
Shu-Yu Guo
,
Chao Qu
,
Xiaoyu Tan
,
Hai-Tao Zheng
,
Ying Shen
,
Philip S. Yu
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
ACL 2025 · Yinghui Li,
Shang Qin
,
Jingheng Ye
,
Haojing Huang
,
Yangning Li
,
Shu-Yu Guo
,
Libo Qin
,
Xuming Hu
,
Wenhao Jiang
,
Hai-Tao Zheng
,
Philip S. Yu
SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
NeurIPS 2025 ·
Xin Zhang
,
Mingxin Li
,
Yanzhao Zhang
,
Dingkun Long
,
Yongqi Li
, Yinghui Li,
Pengjun Xie
,
Meishan Zhang
,
Wenjie Li
,
Min Zhang
,
Philip S. Yu
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
EMNLP 2025 ·
Yangning Li
,
Tingwei Lu
, Yinghui Li,
Yankai Chen
,
Wei-Chieh Huang
,
Wenhao Jiang
,
Hui Wang
,
Hai-Tao Zheng
,
Philip S. Yu
UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities
ICDE 2025 ·
Yangning Li
,
Qingsong Lv
,
Tianyu Yu
, Yinghui Li,
Xuming Hu
,
Wenhao Jiang
,
Haitao Zheng
,
Hui Wang
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
Experience-Learning Inspired Two-Step Reward Method for Efficient Legged Locomotion Learning Towards Natural and Robust Gaits
IROS 2024 · Yinghui Li,
Jinze Wu
,
Xin Liu
,
Weizhong Guo
,
Yufei Xue
From Retrieval to Generation: Efficient and Effective Entity Set Expansion
CIKM 2024 ·
Shulin Huang
,
Shirong Ma
,
Yangning Li
, Yinghui Li,
Hai-Tao Zheng
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
EMNLP 2024 ·
Jiangshu Du
,
Yibo Wang
,
Wenting Zhao
,
Zhongfen Deng
,
Shuaiqi Liu
,
Renze Lou
,
Henry Peng Zou
,
Pranav Narayanan Venkit
,
Nan Zhang
,
Mukund Srinath
,
Haoran Zhang
,
Vipul Gupta
, Yinghui Li,
Tao Li
,
Fei Wang
,
Qin Liu
,
Tianlin Liu
,
Pengzhi Gao
,
Congying Xia
,
Chen Xing
,
Cheng Jiayang
,
Zhaowei Wang
,
Ying Su
,
Raj Sanjay Shah
,
Ruohao Guo
,
Jing Gu
,
Haoran Li
,
Kangda Wei
,
Zihao Wang
,
Lu Cheng
,
Surangika Ranathunga
,
Meng Fang
,
Jie Fu
,
Fei Liu
,
Ruihong Huang
,
Eduardo Blanco
,
Yixin Cao
,
Rui Zhang
,
Philip S. Yu
,
Wenpeng Yin
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
AAAI 2024 ·
Yangning Li
,
Tingwei Lu
,
Hai-Tao Zheng
, Yinghui Li,
Shulin Huang
,
Tianyu Yu
,
Jun Yuan
,
Rui Zhang
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
AAAI 2024 ·
Tianyu Yu
,
Chengyue Jiang
,
Chao Lou
,
Shen Huang
,
Xiaobin Wang
,
Wei Liu
,
Jiong Cai
,
Yangning Li
, Yinghui Li,
Kewei Tu
,
Hai-Tao Zheng
,
Ningyu Zhang
,
Pengjun Xie
,
Fei Huang
,
Yong Jiang
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
ACL 2024 · Yinghui Li,
Zishan Xu
,
Shaoshen Chen
,
Haojing Huang
,
Yangning Li
,
Shirong Ma
,
Yong Jiang
,
Zhongli Li
,
Qingyu Zhou
,
Hai-Tao Zheng
,
Ying Shen
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
NeurIPS 2024 · Yinghui Li,
Qingyu Zhou
,
Yuanzhen Luo
,
Shirong Ma
,
Yangning Li
,
Hai-Tao Zheng
,
Xuming Hu
,
Philip S. Yu