Yangning Li
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
38
Venues
11
Active years
2022–2026
Best venue rank
A*
Where they publish
Papers
38 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety. | 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 |
| 2026 | ACL | LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey. | 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 |
| 2025 | ACL | DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens. | Shaoshen Chen, Yangning Li, Zishan Xu, Yongqin Zeng, Shunlong Wu, Xinshuo Hu, Zifei Shan, Xin Su, Jiwei Tang, Yinghui Li, Hai-Tao Zheng |
| 2025 | ACL | Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction. | 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 | ACL | TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency. | Henry Peng Zou, Zhengyao Gu, Yue Zhou, Yankai Chen, Weizhi Zhang, Liancheng Fang, Yibo Wang, Yangning Li, Kay Liu, Philip S. Yu |
| 2025 | EMNLP | Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning. | Yangning Li, Tingwei Lu, Yinghui Li, Yankai Chen, Wei-Chieh Huang, Wenhao Jiang, Hui Wang, Hai-Tao Zheng, Philip S. Yu |
| 2025 | EMNLP | A Survey of RAG-Reasoning Systems in Large Language Models. | 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 | EMNLP | RAISE: Reinforced Adaptive Instruction Selection For Large Language Models. | 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 | EMNLP | Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions. | Yaozu Wu, Dongyuan Li, Yankai Chen, Renhe Jiang, Henry Peng Zou, Wei-Chieh Huang, Yangning Li, Liancheng Fang, Zhen Wang, Philip S. Yu |
| 2025 | EMNLP | MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction. | Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Shu-Yu Guo, Hai-Tao Zheng, Wenhao Jiang, Ying Shen |
| 2025 | EMNLP | ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions. | Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Pengjun Xie, Fei Huang |
| 2025 | ICASSP | Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion. | Hebin Wang, Yangning Li, Yinghui Li, Hai-Tao Zheng, Wenhao Jiang, Hong-Gee Kim |
| 2025 | ICASSP | Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction. | Ding Zhang, Yangning Li, Lichen Bai, Hao Zhang, Yinghui Li, Haiye Lin, Hai-Tao Zheng, Xin Su, Zifei Shan |
| 2025 | ICDE | UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities. | Yangning Li, Qingsong Lv, Tianyu Yu, Yinghui Li, Xuming Hu, Wenhao Jiang, Haitao Zheng, Hui Wang |
| 2025 | ICLR | Refine Knowledge of Large Language Models via Adaptive Contrastive Learning. | Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu |
| 2025 | ICLR | Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent. | 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 | ICML | One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs. | 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 |
| 2024 | AAAI | MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities. | Yangning Li, Tingwei Lu, Hai-Tao Zheng, Yinghui Li, Shulin Huang, Tianyu Yu, Jun Yuan, Rui Zhang |
| 2024 | AAAI | EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce. | Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Haitao Zheng, Pengjun Xie, Fei Huang, Yong Jiang |
| 2024 | AAAI | SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. | 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 | ACL | Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions. | Xuming Hu, Xiaochuan Li, Junzhe Chen, Yinghui Li, Yangning Li, Xiaoguang Li, Yasheng Wang, Qun Liu, Lijie Wen, Philip S. Yu, Zhijiang Guo |
| 2024 | ACL | Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters. | Yinghui Li, Zishan Xu, Shaoshen Chen, Haojing Huang, Yangning Li, Shirong Ma, Yong Jiang, Zhongli Li, Qingyu Zhou, Hai-Tao Zheng, Ying Shen |
| 2024 | CIKM | From Retrieval to Generation: Efficient and Effective Entity Set Expansion. | Shulin Huang, Shirong Ma, Yangning Li, Yinghui Li, Hai-Tao Zheng |
| 2024 | COLING | Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering. | Zhixiong Cao, Hai-Tao Zheng, Yangning Li, Jin Xu, Rongsheng Li, Hong-Gee Kim |
| 2024 | IJCNN | Retrieval-Augmented Meta Learning for Low-Resource Text Classification. | Rongsheng Li, Yangning Li, Yinghui Li, Chaiyut Luoyiching, Nannan Zhou, Hanjing Su, Hai-Tao Zheng |
| 2024 | IJCNN | Relation Knowledge Distillation Based on Prompt Learning for Generalized Few-Shot Intent Detection. | Chaiyut Luoyiching, Yangning Li, Yinghui Li, Rongsheng Li, Hai-Tao Zheng, Nannan Zhou, Hanjing Su |
| 2023 | AAAI | Global Mixup: Eliminating Ambiguity with Clustering. | Xiangjin Xie, Yangning Li, Wang Chen, Kai Ouyang, Zuotong Xie, Haitao Zheng |
| 2023 | EMNLP | A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check. | Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng |
| 2023 | EMNLP | MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction. | Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng |
| 2023 | EMNLP | CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction. | Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen |
| 2023 | ICASSP | Vision, Deduction and Alignment: An Empirical Study on Multi-Modal Knowledge Graph Alignment. | Yangning Li, Jiaoyan Chen, Yinghui Li, Yuejia Xiang, Xi Chen, Hai-Tao Zheng |
| 2023 | ICASSP | Contextual Similarity is More Valuable Than Character Similarity: An Empirical Study for Chinese Spell Checking. | Ding Zhang, Yinghui Li, Qingyu Zhou, Shirong Ma, Yangning Li, Yunbo Cao, Hai-Tao Zheng |
| 2022 | ACL | The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking. | Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng |
| 2022 | EMNLP | Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking. | Yinghui Li, Shirong Ma, Qingyu Zhou, Zhongli Li, Yangning Li, Shulin Huang, Ruiyang Liu, Chao Li, Yunbo Cao, Haitao Zheng |
| 2022 | EMNLP | Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction. | 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 | IJCNN | Tree-structured Auxiliary Online Knowledge Distillation. | Wenye Lin, Yangning Li, Yifeng Ding, Hai-Tao Zheng |
| 2022 | IJCNN | Learning Purified Feature Representations from Task-irrelevant Labels. | Yinghui Li, Chen Wang, Yangning Li, Hai-Tao Zheng, Ying Shen |
| 2022 | SIGIR | Contrastive Learning with Hard Negative Entities for Entity Set Expansion. | Yinghui Li, Yangning Li, Yuxin He, Tianyu Yu, Ying Shen, Hai-Tao Zheng |