Yangning Li

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

DBLP profile ↗ORCID search ↗

Venues

ACL ×7 EMNLP ×6 NeurIPS ×4 AAAI ×3 ICLR ×2 CIKM ×1 ICDE ×1 ICML ×1

Frequent coauthors

Yinghui Li

×20

Philip S. Yu

×16

Hai-Tao Zheng

×15

Yankai Chen

×8

Henry Peng Zou

×6

Wenhao Jiang

×6

Haojing Huang

×6

Wei-Chieh Huang

×5

Weizhi Zhang

×5

Ying Shen

×5

Shirong Ma

×5

Yaozu Wu

×4

Papers

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
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
ACL 2026 ·
Henry Peng Zou
,
Wei-Chieh Huang
,
Yaozu Wu
,
Jizhou Guo
,
Yankai Chen
,
Chunyu Miao
,
Hoang H. Nguyen
,
Yue Zhou
,
Weizhi Zhang
,
Liancheng Fang
,
Hanrong Zhang
,
Fangxin Wang
,
Pengfei Zhang
,
Langzhou He
, Yangning Li,
Dongyuan 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
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
Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
NeurIPS 2025 ·
Yankai Chen
,
Xinni Zhang
,
Yifei Zhang
, Yangning Li,
Henry Peng Zou
,
Chunyu Miao
,
Weizhi Zhang
,
Steve (Xue) Liu
,
Philip S. Yu
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
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
EMNLP 2025 ·
Yaozu Wu
,
Dongyuan Li
,
Yankai Chen
,
Renhe Jiang
,
Henry Peng Zou
,
Wei-Chieh Huang
, Yangning Li,
Liancheng Fang
,
Zhen Wang
,
Philip S. Yu
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
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
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
ACL 2025 ·
Henry Peng Zou
,
Zhengyao Gu
,
Yue Zhou
,
Yankai Chen
,
Weizhi Zhang
,
Liancheng Fang
,
Yibo Wang
, Yangning Li,
Kay Liu
,
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
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
AAAI 2024 · Yangning Li,
Shirong Ma
,
Xiaobin Wang
,
Shen Huang
,
Chengyue Jiang
,
Haitao Zheng
,
Pengjun Xie
,
Fei Huang
,
Yong Jiang
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
From Retrieval to Generation: Efficient and Effective Entity Set Expansion
CIKM 2024 ·
Shulin Huang
,
Shirong Ma
, Yangning Li,
Yinghui Li
,
Hai-Tao Zheng
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