Yangning Li

110 papers A* 11A 1B 4Misc 5Journal 72Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding.
CoRR
Yinghui Li, Jiayi Kuang, Peng Xing, Daixian Liu, Junnan Dong, Shu-Yu Guo, Yangning Li, Qingyu Zhou, Wenhao Jiang, Hai-Tao Zheng, Ying Shen, Liang Lin, Philip S. Yu
2026 J jnl
EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration.
CoRR
Xinshuai Guo, Jiayi Kuang, Linyue Pan, Yinghui Li, Yangning Li, Hai-Tao Zheng, Ying Shen, Di Yin, Xing Sun
2026 J jnl
OKG-LLM: Aligning Ocean Knowledge Graph With Observation Data via LLMs for Global Sea Surface Temperature Prediction.
IEEE Trans. Knowl. Data Eng.
Hanchen Yang, Jiaqi Wang, Jiannong Cao, Wengen Li, Jialun Zheng, Yangning Li, Chunyu Miao, Jihong Guan, Shuigeng Zhou, Philip S. Yu
2026 J jnl
TangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning.
CoRR
Daixian Liu, Jiayi Kuang, Yinghui Li, Yangning Li, Di Yin, Haoyu Cao, Xing Sun, Ying Shen, Hai-Tao Zheng, Liang Lin, Philip S. Yu
2026 J jnl
Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision.
CoRR
Zhixiang Wei, Yi Li, Zhehan Kan, Xinghua Jiang, Zuwei Long, Shifeng Liu, Hongze Shen, Wei Liu, Xiaoyu Tan, Haojia Lin, Yubo Zhu, Qianyu Li, Di Yin, Haoyu Cao, Weibo Gu, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Yunsheng Wu, Mingkong Tang, Shuangyin Liu, Lexiang Tang, Haodong Lin, Junru Lu, Jiarui Qin, Lingfeng Qiao, Ruizhi Qiao, Bo Ke, Jianfeng He, Ke Li, Yangning Li, Yunhang Shen, Mengdan Zhang, Peixian Chen, Kun Yin, Bing Liu, Yunfei Wu, Huang Chen, Zhongpeng Cai, Xiaotian Li
2025 J jnl
A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy.
CoRR
Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu, Chunyu Miao, Dongyuan Li, Aiwei Liu, Yue Zhou, Yankai Chen, Weizhi Zhang, Yangning Li, Liancheng Fang, Renhe Jiang, Philip S. Yu
2025 J jnl
A Correlated Data-Driven Collaborative Beamforming Approach for Energy-Efficient IoT Data Transmission.
IEEE Internet Things J.
Yangning Li, Hui Kang, Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
2025 J jnl
A Correlated Data-Driven Collaborative Beamforming Approach for Energy-efficient IoT Data Transmission.
CoRR
Yangning Li, Hui Kang, Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Changyuan Zhao, Dusit Niyato
2025 — conf
A Survey of RAG-Reasoning Systems in Large Language Models.
EMNLP (Findings)
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
2025 J jnl
A Survey on Large Language Model based Human-Agent Systems.
CoRR
Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu, Yankai Chen, Chunyu Miao, Hoang Nguyen, Yue Zhou, Weizhi Zhang, Liancheng Fang, Langzhou He, Yangning Li, Dongyuan Li, Renhe Jiang, Xue Liu, Philip S. Yu
2025 J jnl
AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees.
CoRR
Yangning Li, Shaoshen Chen, Yinghui Li, Yankai Chen, Hai-Tao Zheng, Hui Wang, Wenhao Jiang, Philip S. Yu
2025 J jnl
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities.
CoRR
Jiayi Kuang, Haojing Huang, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen, Philip S. Yu
2025 A* conf
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.
ICLR
Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Fei Huang, Jingren Zhou, Philip S. Yu
2025 J jnl
Correct like humans: Progressive learning framework for Chinese text error correction.
Expert Syst. Appl.
Yinghui Li, Shirong Ma, Shaoshen Chen, Haojing Huang, Shulin Huang, Yangning Li, Hai-Tao Zheng, Ying Shen
2025 — conf
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens.
ACL (Findings)
Shaoshen Chen, Yangning Li, Zishan Xu, Yongqin Zeng, Shunlong Wu, Xinshuo Hu, Zifei Shan, Xin Su, Jiwei Tang, Yinghui Li, Hai-Tao Zheng
2025 J jnl
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens.
CoRR
Shaoshen Chen, Yangning Li, Zishan Xu, Yinghui Li, Xin Su, Zifei Shan, Hai-Tao Zheng
2025 J jnl
DeepResearchGuard: Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety.
CoRR
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, Renhe Jiang, Philip S. Yu
2025 J jnl
Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies.
CoRR
Yankai Chen, Xinni Zhang, Yifei Zhang, Yangning Li, Henry Peng Zou, Chunyu Miao, Weizhi Zhang, Xue Liu, Philip S. Yu
2025 Misc conf
Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion.
ICASSP
Hebin Wang, Yangning Li, Yinghui Li, Hai-Tao Zheng, Wenhao Jiang, Hong-Gee Kim
2025 J jnl
Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion.
CoRR
Hebin Wang, Yangning Li, Yinghui Li, Hai-Tao Zheng, Wenhao Jiang, Hong-Gee Kim
2025 J jnl
From Token to Line: Enhancing Code Generation with a Long-Term Perspective.
CoRR
Tingwei Lu, Yangning Li, Liyuan Wang, Binghuai Lin, Jiwei Tang, Wanshi Xu, Hai-Tao Zheng, Yinghui Li, Bingxu An, Zhao Wei, Yong Xu
2025 J jnl
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents.
CoRR
Weizhi Zhang, Yangning Li, Yuanchen Bei, Junyu Luo, Guancheng Wan, Liangwei Yang, Chenxuan Xie, Yuyao Yang, Wei-Chieh Huang, Chunyu Miao, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Yankai Chen, Chunkit Chan, Peilin Zhou, Xinyang Zhang, Chenwei Zhang, Jingbo Shang, Ming Zhang, Yangqiu Song, Irwin King, Philip S. Yu
2025 Misc conf
Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction.
ICASSP
Ding Zhang, Yangning Li, Lichen Bai, Hao Zhang, Yinghui Li, Haiye Lin, Hai-Tao Zheng, Xin Su, Zifei Shan
2025 J jnl
Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction.
CoRR
Ding Zhang, Yangning Li, Lichen Bai, Hao Zhang, Yinghui Li, Haiye Lin, Hai-Tao Zheng, Xin Su, Zifei Shan
2025 J jnl
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning.
CoRR
Yangning Li, Zihua Lan, Lv Qingsong, Yinghui Li, Hai-Tao Zheng
2025 — conf
MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction.
EMNLP (Industry Track)
Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Shu-Yu Guo, Hai-Tao Zheng, Wenhao Jiang, Ying Shen
2025 — conf
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions.
EMNLP (Findings)
Yaozu Wu, Dongyuan Li, Yankai Chen, Renhe Jiang, Henry Peng Zou, Wei-Chieh Huang, Yangning Li, Liancheng Fang, Zhen Wang, Philip S. Yu
2025 J jnl
OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction.
CoRR
Hanchen Yang, Jiaqi Wang, Jiannong Cao, Wengen Li, Jialun Zheng, Yangning Li, Chunyu Miao, Jihong Guan, Shuigeng Zhou, Philip S. Yu
2025 A* conf
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
ICML
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
2025 J jnl
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
CoRR
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
2025 J jnl
PSG-Agent: Personality-Aware Safety Guardrail for LLM-based Agents.
CoRR
Yaozu Wu, Jizhou Guo, Dongyuan Li, Henry Peng Zou, Wei-Chieh Huang, Yankai Chen, Zhen Wang, Weizhi Zhang, Yangning Li, Meng Zhang, Renhe Jiang, Philip S. Yu
2025 J jnl
Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents.
CoRR
Jiayi Kuang, Yinghui Li, Xin Zhang, Yangning Li, Di Yin, Xing Sun, Ying Shen, Philip S. Yu
2025 — conf
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions.
EMNLP (Industry Track)
Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Pengjun Xie, Fei Huang
2025 — conf
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models.
EMNLP (Findings)
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
2025 J jnl
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models.
CoRR
Qingsong Lv, Yangning Li, Zihua Lan, Zishan Xu, Jiwei Tang, Yinghui Li, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
2025 J jnl
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback.
CoRR
Chunyu Miao, Henry Peng Zou, Yangning Li, Yankai Chen, Yibo Wang, Fangxin Wang, Yifan Li, Wooseong Yang, Bowei He, Xinni Zhang, Dianzhi Yu, Hanchen Yang, Hoang H. Nguyen, Yue Zhou, Jie Yang, Jizhou Guo, Wenzhe Fan, Chin-Yuan Yeh, Panpan Meng, Liancheng Fang, Jinhu Qi, Wei-Chieh Huang, Zhengyao Gu, Yuwei Han, Langzhou He, Yuyao Yang, Yinghui Li, Hai-Tao Zheng, Xue Liu, Irwin King, Philip S. Yu
2025 A* conf
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning.
ICLR
Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu
2025 J jnl
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning.
CoRR
Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu
2025 — conf
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction.
ACL (6)
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
2025 — conf
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning.
EMNLP (Findings)
Yangning Li, Tingwei Lu, Yinghui Li, Yankai Chen, Wei-Chieh Huang, Wenhao Jiang, Hui Wang, Hai-Tao Zheng, Philip S. Yu
2025 J jnl
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning.
CoRR
Yangning Li, Tingwei Lu, Yinghui Li, Yankai Chen, Wei-Chieh Huang, Wenhao Jiang, Hui Wang, Hai-Tao Zheng, Philip S. Yu
2025 — conf
TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency.
ACL (1)
Henry Peng Zou, Zhengyao Gu, Yue Zhou, Yankai Chen, Weizhi Zhang, Liancheng Fang, Yibo Wang, Yangning Li, Kay Liu, Philip S. Yu
2025 J jnl
TestNUC: Enhancing Test-Time Computing Approaches through Neighboring Unlabeled Data Consistency.
CoRR
Henry Peng Zou, Zhengyao Gu, Yue Zhou, Yankai Chen, Weizhi Zhang, Liancheng Fang, Yibo Wang, Yangning Li, Kay Liu, Philip S. Yu
2025 J jnl
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs.
CoRR
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
2025 A* conf
UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities.
ICDE
Yangning Li, Qingsong Lv, Tianyu Yu, Yinghui Li, Xuming Hu, Wenhao Jiang, Haitao Zheng, Hui Wang
2024 J jnl
Advancing entity alignment with dangling cases: a structure-aware approach through optimal transport learning and contrastive learning.
Neural Comput. Appl.
Jin Xu, Yangning Li, Xiangjin Xie, Niu Hu, Yinghui Li, Hai-Tao Zheng, Yong Jiang
2024 J jnl
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.
CoRR
Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Pengjun Xie, Philip S. Yu, Fei Huang, Jingren Zhou
2024 — conf
Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering.
LREC/COLING
Zhixiong Cao, Hai-Tao Zheng, Yangning Li, Jin Xu, Rongsheng Li, Hong-Gee Kim
2024 A* conf
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce.
AAAI
Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Haitao Zheng, Pengjun Xie, Fei Huang, Yong Jiang
2024 — conf
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions.
ACL (Findings)
Xuming Hu, Xiaochuan Li, Junzhe Chen, Yinghui Li, Yangning Li, Xiaoguang Li, Yasheng Wang, Qun Liu, Lijie Wen, Philip S. Yu, Zhijiang Guo
2024 J jnl
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions.
CoRR
Xuming Hu, Xiaochuan Li, Junzhe Chen, Yinghui Li, Yangning Li, Xiaoguang Li, Yasheng Wang, Qun Liu, Lijie Wen, Philip S. Yu, Zhijiang Guo
2024 A conf
From Retrieval to Generation: Efficient and Effective Entity Set Expansion.
CIKM
Shulin Huang, Shirong Ma, Yangning Li, Yinghui Li, Hai-Tao Zheng
2024 A* conf
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities.
AAAI
Yangning Li, Tingwei Lu, Hai-Tao Zheng, Yinghui Li, Shulin Huang, Tianyu Yu, Jun Yuan, Rui Zhang
2024 J jnl
Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework.
CoRR
Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Hai-Tao Zheng, Wenhao Jiang, Ying Shen
2024 J jnl
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions.
CoRR
Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang
2024 B conf
Relation Knowledge Distillation Based on Prompt Learning for Generalized Few-Shot Intent Detection.
IJCNN
Chaiyut Luoyiching, Yangning Li, Yinghui Li, Rongsheng Li, Hai-Tao Zheng, Nannan Zhou, Hanjing Su
2024 J jnl
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction.
CoRR
Yinghui Li, Shang Qin, Jingheng Ye, Shirong Ma, Yangning Li, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
2024 B conf
Retrieval-Augmented Meta Learning for Low-Resource Text Classification.
IJCNN
Rongsheng Li, Yangning Li, Yinghui Li, Chaiyut Luoyiching, Nannan Zhou, Hanjing Su, Hai-Tao Zheng
2024 A* conf
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding.
AAAI
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
2024 — conf
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters.
ACL (1)
Yinghui Li, Zishan Xu, Shaoshen Chen, Haojing Huang, Yangning Li, Shirong Ma, Yong Jiang, Zhongli Li, Qingyu Zhou, Hai-Tao Zheng, Ying Shen
2024 J jnl
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities.
CoRR
Yangning Li, Qingsong Lv, Tianyu Yu, Yinghui Li, Shulin Huang, Tingwei Lu, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Hui Wang
2024 J jnl
When LLMs Meet Cunning Questions: A Fallacy Understanding Benchmark for Large Language Models.
CoRR
Yinghui Li, Qingyu Zhou, Yuanzhen Luo, Shirong Ma, Yangning Li, Hai-Tao Zheng, Xuming Hu, Philip S. Yu
2024 A* conf
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models.
NeurIPS
Yinghui Li, Qingyu Zhou, Yuanzhen Luo, Shirong Ma, Yangning Li, Hai-Tao Zheng, Xuming Hu, Philip S. Yu
2023 — conf
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check.
EMNLP (Findings)
Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng
2023 J jnl
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check.
CoRR
Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng
2023 J jnl
Active relation discovery: Towards general and label-aware open relation extraction.
Knowl. Based Syst.
Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen
2023 J jnl
Automatic Context Pattern Generation for Entity Set Expansion.
IEEE Trans. Knowl. Data Eng.
Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen
2023 J jnl
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking.
CoRR
Yinghui Li, Yong Jiang, Shen Huang, Xingyu Lu, Yangning Li, Pengjun Xie, Fei Huang, Hai-Tao Zheng
2023 A* conf
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction.
EMNLP
Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen
2023 J jnl
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction.
CoRR
Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen
2023 Misc conf
Contextual Similarity is More Valuable Than Character Similarity: An Empirical Study for Chinese Spell Checking.
ICASSP
Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng
2023 J jnl
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data.
CoRR
Shirong Ma, Shen Huang, Shulin Huang, Xiaobin Wang, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang
2023 J jnl
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce.
CoRR
Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Hai-Tao Zheng, Pengjun Xie, Fei Huang, Yong Jiang
2023 J jnl
Embracing ambiguity: Improving similarity-oriented tasks with contextual synonym knowledge.
Neurocomputing
Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng
2023 J jnl
From Retrieval to Generation: Efficient and Effective Entity Set Expansion.
CoRR
Shulin Huang, Shirong Ma, Yangning Li, Yinghui Li, Hai-Tao Zheng, Yong Jiang
2023 A* conf
Global Mixup: Eliminating Ambiguity with Clustering.
AAAI
Xiangjin Xie, Yangning Li, Wang Chen, Kai Ouyang, Zuotong Xie, Haitao Zheng
2023 J jnl
Investigating Graph Structure Information for Entity Alignment with Dangling Cases.
CoRR
Jin Xu, Yangning Li, Xiangjin Xie, Yinghui Li, Niu Hu, Haitao Zheng, Yong Jiang
2023 J jnl
Knowledge-augmented Few-shot Visual Relation Detection.
CoRR
Tianyu Yu, Yangning Li, Jiaoyan Chen, Yinghui Li, Hai-Tao Zheng, Xi Chen, Qingbin Liu, Wenqiang Liu, Dongxiao Huang, Bei Wu, Yexin Wang
2023 J jnl
MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities.
CoRR
Yangning Li, Tingwei Lu, Yinghui Li, Tianyu Yu, Shulin Huang, Hai-Tao Zheng, Rui Zhang, Jun Yuan
2023 — conf
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction.
EMNLP (Findings)
Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng
2023 J jnl
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction.
CoRR
Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng
2023 J jnl
On the (In)Effectiveness of Large Language Models for Chinese Text Correction.
CoRR
Yinghui Li, Haojing Huang, Shirong Ma, Yong Jiang, Yangning Li, Feng Zhou, Hai-Tao Zheng, Qingyu Zhou
2023 J jnl
Progressive Multi-task Learning Framework for Chinese Text Error Correction.
CoRR
Shirong Ma, Yinghui Li, Haojing Huang, Shulin Huang, Yangning Li, Hai-Tao Zheng, Ying Shen
2023 J jnl
Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection.
CoRR
Chaiyut Luoyiching, Yangning Li, Yinghui Li, Rongsheng Li, Hai-Tao Zheng, Nannan Zhou, Hanjing Su
2023 Misc conf
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.
ISWC
Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang
2023 J jnl
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.
CoRR
Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang
2023 J jnl
Retrieval-Augmented Meta Learning for Low-Resource Text Classification.
CoRR
Rongsheng Li, Yangning Li, Yinghui Li, Chaiyut Luoyiching, Hai-Tao Zheng, Nannan Zhou, Hanjing Su
2023 J jnl
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding.
CoRR
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
2023 J jnl
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters.
CoRR
Yinghui Li, Zishan Xu, Shaoshen Chen, Haojing Huang, Yangning Li, Yong Jiang, Zhongli Li, Qingyu Zhou, Hai-Tao Zheng, Ying Shen
2023 Misc conf
Vision, Deduction and Alignment: An Empirical Study on Multi-Modal Knowledge Graph Alignment.
ICASSP
Yangning Li, Jiaoyan Chen, Yinghui Li, Yuejia Xiang, Xi Chen, Hai-Tao Zheng
2023 J jnl
Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment.
CoRR
Yangning Li, Jiaoyan Chen, Yinghui Li, Yuejia Xiang, Xi Chen, Haitao Zheng
2022 J jnl
A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking.
CoRR
Zilin Yuan, Yinghui Li, Yangning Li, Rui Xie, Wei Wu, Hai-Tao Zheng
2022 J jnl
Active Relation Discovery: Towards General and Label-aware Open Relation Extraction.
CoRR
Yangning Li, Yinghui Li, Xi Chen, Hai-Tao Zheng, Ying Shen, Hong-Gee Kim
2022 J jnl
Automatic Context Pattern Generation for Entity Set Expansion.
CoRR
Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen
2022 J jnl
Contextual Similarity is More Valuable than Character Similarity: Curriculum Learning for Chinese Spell Checking.
CoRR
Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng
2022 A* conf
Contrastive Learning with Hard Negative Entities for Entity Set Expansion.
SIGIR
Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng
2022 J jnl
Contrastive Learning with Hard Negative Entities for Entity Set Expansion.
CoRR
Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng
2022 J jnl
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge.
CoRR
Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng
2022 J jnl
Global Mixup: Eliminating Ambiguity with Clustering.
CoRR
Xiangjin Xie, Yangning Li, Wang Chen, Kai Ouyang, Li Jiang, Hai-Tao Zheng
2022 B conf
Learning Purified Feature Representations from Task-irrelevant Labels.
IJCNN
Yinghui Li, Chen Wang, Yangning Li, Hai-Tao Zheng, Ying Shen
2022 — conf
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking.
EMNLP (Findings)
Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Yangning Li, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng
2022 J jnl
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking.
CoRR
Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Yangning Li, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng
2022 — conf
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction.
EMNLP (Findings)
Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen
2022 J jnl
Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction.
CoRR
Shirong Ma, Yinghui Li, Rongyi Sun, Qingyu Zhou, Shulin Huang, Ding Zhang, Yangning Li, Ruiyang Liu, Zhongli Li, Yunbo Cao, Haitao Zheng, Ying Shen
2022 — conf
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking.
ACL (Findings)
Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng
2022 J jnl
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking.
CoRR
Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng
2022 J jnl
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation.
CoRR
Shulin Huang, Shirong Ma, Yinghui Li, Yangning Li, Shiyang Lin, Hai-Tao Zheng, Ying Shen
2022 B conf
Tree-structured Auxiliary Online Knowledge Distillation.
IJCNN
Wenye Lin, Yangning Li, Yifeng Ding, Hai-Tao Zheng
2022 J jnl
Tree-structured Auxiliary Online Knowledge Distillation.
CoRR
Wenye Lin, Yangning Li, Yifeng Ding, Hai-Tao Zheng
2021 J jnl
Learning Purified Feature Representations from Task-irrelevant Labels.
CoRR
Yinghui Li, Ruiyang Liu, Chen Wang, Yangning Li, Ning Ding, Haitao Zheng