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Shiwen Ni

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

25

Venues

10

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

25 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIAutomatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates.Shuaimin Li, Liyang Fan, Yufang Lin, Zeyang Li, Xian Wei, Shiwen Ni, Hamid Alinejad-Rokny, Min Yang
2026ACLBeyond Quantity: Trajectory Diversity Scaling for Code Agents.Guhong Chen, Chenghao Sun, Cheng Fu, Qiyao Wang, Zhihong Huang, Chaopeng Wei, Guangxu Chen, Feiteng Fang, Ahmadreza Argha, Bing Zhao, Xander Xu, Qi Han, Hamid Alinejad-Rokny, Qiang Qu, Binhua Li, Shiwen Ni, Min Yang, H. U. Wei, Yongbin Li
2026ACLA Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction.Chengguang Gan, Sunbowen Lee, Qingyu Yin, Yunhao Liang, Xinyang He, Hanjun Wei, Younghun Lim, Shijian Wang, Hexiang Huang, Qinghao Zhang, Shiwen Ni, Tatsunori Mori
2026ACLSrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models.Shuaimin Li, Liyang Fan, Zeyang Li, Zhuoyue Wan, Yufang Lin, Shiwen Ni, Feiteng Fang, Hamid Alinejad-Rokny, Yuanfeng Song, Kun Jing, Chen Jason Zhang, Min Yang
2026ACLCoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs.Siyi Li, Jiajun Shi, Shiwen Ni, Ge Zhang, Shuaimin Li, Shijian Wang, Zhoufutu Wen, Yizhi Li, Hamid Alinejad-Rokny, Jiaheng Liu, Min Yang, Wenhao Huang
2026ACLTowards IP Intelligence: Benchmarking Large Language Models on Intellectual Property Knowledge and Practice.Qiyao Wang, Guhong Chen, Hongbo Wang, Huaren Liu, Minghui Zhu, Zhifei Qin, Linwei Li, Yilin Yue, Shiqiang Wang, Jiayan Li, Yihang Wu, Ziqiang Liu, Longze Chen, Run Luo, Liyang Fan, Jiaming Li, Lei Zhang, Kan Xu, Hamid Alinejad-Rokny, Chengming Li, Shiwen Ni, Yuan Lin, Min Yang
2026ICDEVisPoison: An Effective Backdoor Attack Framework for Tabular Data Visualization Models.Shuaimin Li, Chen Jason Zhang, Xuanang Chen, Anni Peng, Zhuoyue Wan, Yuanfeng Song, Shiwen Ni, Min Yang, Fei Hao, Raymond Chi-Wing Wong
2025AAAITraining on the Benchmark Is Not All You Need.Shiwen Ni, Xiangtao Kong, Chengming Li, Xiping Hu, Ruifeng Xu, Jia Zhu, Min Yang
2025ACLCan MLLMs Understand the Deep Implication Behind Chinese Images?Chenhao Zhang, Xi Feng, Yuelin Bai, Xeron 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
2025ACLAgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents.Guhong Chen, Liyang Fan, Zihan Gong, Nan Xie, Zixuan Li, Ziqiang Liu, Chengming Li, Qiang Qu, Hamid Alinejad-Rokny, Shiwen Ni, Min Yang
2025ACLQuantification of Large Language Model Distillation.Sunbowen Lee, Junting Zhou, Chang Ao, Kaige Li, Xeron Du, Sirui He, Haihong Wu, Tianci Liu, Jiaheng Liu, Hamid Alinejad-Rokny, Min Yang, Yitao Liang, Zhoufutu Wen, Shiwen Ni
2025ACLLIME: Less Is More for MLLM Evaluation.King Zhu, Qianbo Zang, Shian Jia, Siwei Wu, Feiteng Fang, Yizhi Li, Shuyue Guo, Tianyu Zheng, Jiawei Guo, Bo Li, Haoning Wu, Xingwei Qu, Jian Yang, Ruibo Liu, Xiang Yue, Jiaheng Liu, Chenghua Lin, Hamid Alinejad-Rokny, Min Yang, Shiwen Ni, Wenhao Huang, Ge Zhang
2025EMNLPExpanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation.Dingwei Chen, Ziqiang Liu, Feiteng Fang, Chak Tou Leong, Shiwen Ni, Ahmadreza Argha, Hamid Alinejad-Rokny, Min Yang, Chengming Li
2025ICASSPPre-training, Fine-tuning and Re-ranking: A Three-Stage Framework for Legal Question Answering.Shiwen Ni, Hao Cheng, Min Yang
2025ICMLEarley-Driven Dynamic Pruning for Efficient Structured Decoding.Xintong Sun, Chi Wei, Minghao Tian, Shiwen Ni
2025NAACLCOIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning.Yuelin Bai, Xeron Du, Yiming Liang, Leo Jin, Junting Zhou, Ziqiang Liu, Feiteng Fang, Mingshan Chang, Tianyu Zheng, Xincheng Zhang, Nuo Ma, Zekun Moore Wang, Ruibin Yuan, Haihong Wu, Hongquan Lin, Wenhao Huang, Jiajun Zhang, Chenghua Lin, Jie Fu, Min Yang, Shiwen Ni, Ge Zhang
2024ACLEnhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training.Feiteng Fang, Yuelin Bai, Shiwen Ni, Min Yang, Xiaojun Chen, Ruifeng Xu
2024ACLE-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models.Jinchang Hou, Chang Ao, Haihong Wu, Xiangtao Kong, Zhigang Zheng, Daijia Tang, Chengming Li, Xiping Hu, Ruifeng Xu, Shiwen Ni, Min Yang
2024ACLForgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models.Shiwen Ni, Dingwei Chen, Chengming Li, Xiping Hu, Ruifeng Xu, Min Yang
2024CIKMDeliLaw: A Chinese Legal Counselling System Based on a Large Language Model.Nan Xie, Yuelin Bai, Hengyuan Gao, Ziqiang Xue, Feiteng Fang, Qixuan Zhao, Zhijian Li, Liang Zhu, Shiwen Ni, Min Yang
2024COLINGMoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property.Shiwen Ni, Minghuan Tan, Yuelin Bai, Fuqiang Niu, Min Yang, Bowen Zhang, Ruifeng Xu, Xiaojun Chen, Chengming Li, Xiping Hu
2024COLINGLayer-wise Regularized Dropout for Neural Language Models.Shiwen Ni, Min Yang, Ruifeng Xu, Chengming Li, Xiping Hu
2022EMNLPR-AT: Regularized Adversarial Training for Natural Language Understanding.Shiwen Ni, Jiawen Li, Hung-Yu Kao
2021ACLMeet The Truth: Leverage Objective Facts and Subjective Views for Interpretable Rumor Detection.Jiawen Li, Shiwen Ni, Hung-Yu Kao
2020ACMLPSForest: Improving Deep Forest via Feature Pooling and Error Screening.Shiwen Ni, Hung-Yu Kao