1.David Ma, Huaqing Yuan, Xingjian Wang, Qianbo Zang, Tianci Liu, Xinyang He, Yanbin Wei, Jiawei Guo, Ni Jiahui, Zhenzhu Yang, Meng Cao, Shanghaoran Quan, Yizhi Li, Wangchunshu Zhou, Jiaheng Liu, Wenhao Huang, Ge Zhang,Shiwen Ni(通讯), Xiaojie Jin. ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding,ICLR 2026.(CCF A)
2.Shuaimin Li, Liyang Fan, linyufang, zeyang li, Xian Wei,Shiwen Ni(通讯),Hamid Alinejad-Rokny, Min Yang. Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates,AAAI 2026. (CCF A)
3.Xintong Sun, Chi Wei, Minghao Tian,Shiwen Ni(通讯),Earley-Driven Dynamic Pruning for Efficient Structured Decoding,ICML 2025. (CCF A)
4.Ziqiang Liu, Feiteng Fang, Xi Feng, Xinrun Du, Chenhao Zhang, Zekun Wang, Yuelin Bai, Qixuan Zhao, Liyang Fan, Chengguang Gan, Hongquan Lin, Jiaming Li, Yuansheng Ni, Haihong Wu, Yaswanth Narsupalli, Zhigang Zheng, Chengming Li, Xiping Hu, Ruifeng Xu, Xiaojun Chen, Min Yang, Jiaheng Liu, Ruibo Liu, Wenhao Huang, Ge Zhang,Shiwen Ni(通讯),II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models,NeurIPS 2024. (CCF A)
5.Xinrun Du, Yifan Yao, Kaijing Ma, Bingli Wang, Tianyu Zheng,......, Zhoujun Li, Dayiheng Liu, Qian Liu, Tianyu Liu,Shiwen Ni(组织作者), Junran Peng, Yujia Qin, Wenbo Su, Guoyin Wang, Shi Wang, Jian Yang, Min Yang, Meng Cao, Xiang Yue, Zhaoxiang Zhang, Wangchunshu Zhou, Jiaheng Liu, Qunshu Lin, Wenhao Huang, Ge Zhang,SuperGPQA: ScalingLLMEvaluation across 285GraduateDisciplines,NeurIPS 2025.(CCF A)
6.Sunbowen Lee, Junting Zhou, Chang Ao, Kaige Li, Xinrun Du, Sirui He, Haihong Wu, Tianci Liu, Jiaheng Liu, Hamid Alinejad-Rokny, Min Yang, Yitao Liang, Zhoufutu Wen,Shiwen Ni(通讯),Quantification of Large Language Model Distillation,ACL 2025. (CCF A)
7.King Zhu, Qianbo Zang, Shian Jia, Siwei Wu, Feiteng Fang, Yizhi Li, Shawn Gavin, Tuney Zheng, Jiawei Guo, Bo Li, Haoning Wu, Xingwei Qu, Jian Yang, Zachary Liu, Xiang Yue, JH Liu, Chenghua Lin, Min Yang,Shiwen Ni(通讯), Wenhao Huang, Ge Zhang,LIME: Less Is More for MLLM Evaluation,ACL 2025. (CCF A)
8.Chenhao Zhang, Xi Feng, Yuelin Bai, Xinrun Du, Jinchang Hou, Kaixin Deng, Guangzeng Han, Qinrui Li, Bingli Wang, Jiaheng Liu, Xingwei Qu, Yifei Zhang, Qixuan Zhao, Yiming Liang, Ziqiang Liu, Feiteng Fang, Min Yang, Wenhao Huang, Chenghua Lin, Ge Zhang,Shiwen Ni(通讯),Can MLLMs Understand the Deep Implication Behind Chinese Images?ACL 2025. (CCF A)
9.Guhong Chen, Liyang Fan, Zihan Gong, Nan Xie, Zixuan Li, Ziqiang Liu, Chengming Li, Qiang Qu,Shiwen Ni(通讯), Min Yang,Agentcourt: Simulating court with adversarial evolvable lawyer agents,ACL 2025. (CCF A)
10.Jinchang Hou, Chang Ao, Haihong Wu, Xiangtao Kong, Zhigang Zheng, Daijia Tang, Chengming Li, Xiping Hu, Ruifeng Xu,Shiwen Ni(通讯), Min Yang,E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models,ACL 2024. (CCF A)
11.Feiteng Fang, Yuelin Bai,Shiwen Ni(通讯), Min Yang, Xiaojun Chen, Ruifeng Xu,Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training,ACL 2024. (CCF A)
12.Yuelin Bai, Xinrun Du, Yiming Liang, Yonggang Jin, Ziqiang Liu, Junting Zhou, Tianyu Zheng, Xincheng Zhang, Nuo Ma, Zekun Wang, Ruibin Yuan, Haihong Wu, Hongquan Lin, Wenhao Huang, Jiajun Zhang, Wenhu Chen, Chenghua Lin, Jie Fu, Min Yang,Shiwen Ni(通讯), Ge Zhang,COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning,NAACL 2025. (CCF B)
13.Nan Xie, Yuelin Bai, Hengyuan Gao, Feiteng Fang, Qixuan Zhao, Zhijian Li, Ziqiang Xue, Liang Zhu,Shiwen Ni(通讯), Min Yang,DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model,CIKM 2024. (CCF B)
14.Shiwen Ni, Xiangtao Kong, Chengming Li, Xiping Hu, Ruifeng Xu, Jia Zhu, Min Yang,Training on the Benchmark Is Not All You Need,AAAI 2025. (CCF A)
15.Shiwen Ni, Hao Cheng, Min Yang,Pre-training, Fine-tuning and Re-ranking: A Three-Stage Framework for Legal Question Answering,ICASSP 2025. (CCF B)
16.Shiwen Ni, Dingwei Chen, Chengming Li, Xiping Hu, Ruifeng Xu, Min Yang,Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models,ACL 2024. (CCF A)
17.Shiwen Ni, Minghuan Tan, Yuelin Bai, Fuqiang Niu, Min Yang, Bowen Zhang, Ruifeng Xu, Xiaojun Chen, Chengming Li, Xiping Hu, Ye Li, Jianping Fan,MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property,COLING 2024. (CCF B)
18.Shiwen Ni, Min Yang, Ruifeng Xu, Chengming Li, Xiping Hu,Layer-wise Regularized Dropout for Neural Language Models,COLING 2024. (CCF B)
19.Shiwen Ni, Hung-Yu Kao,Masked Siamese Prompt Tuning for Few-Shot Natural Language Understanding,IEEE Transactions on Artificial Intelligence, 2023.
20.Shiwen Ni, Jiawen Li, Min Yang, Hung-Yu Kao,DropAttack: A Random Dropped Weight Attack Adversarial Training for NLG，IEEE Transactions on Audio, Speech and Language Processing, 2023.(SCI一区)
21.Shiwen Ni, Hung-Yu Kao,KPT++: Refined Knowledgeable Prompt Tuning for Few-shot Text Classification,Knowledge-Based Systems, 2023. (SCI一区)
22.Shiwen Ni, Jiawen Li, Hung-Yu Kao,R-AT: Regularized adversarial training for natural language understanding,EMNLP 2022. (CCF B)
23.Jiawen Li,Shiwen Ni, Hung-Yu Kao.Meet The Truth: Leverage Objective Facts and Subjective Views for Interpretable Rumor Detection,ACL 2021. (CCF A)
