| 2025 | Token-Aware Editing of Internal Activations for Large Language Model Alignment. | Tianbo Wang, Yuqing Ma, Kewei Liao, Chengzhao Yang, Zhange Zhang, Jiakai Wang, Xianglong Liu |
| 2025 | SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models. | Shuyang Wang, Somayeh Moazeni, Diego Klabjan |
| 2025 | Evaluation of Text-to-Image Generation from a Creativity Perspective. | Xinhao Wang, Xinyu Ma, Shengyong Ding, Derek F. Wong |
| 2025 | FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models. | Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu |
| 2025 | DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak. | Hao Wang, Hao Li, Junda Zhu, Xinyuan Wang, Chengwei Pan, Minlie Huang, Lei Sha |
| 2025 | ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments. | Dong Wang, Xinghang Li, Zhengshen Zhang, Jirong Liu, Xiao Ma, Hanbo Zhang, Tao Kong, Huaping Liu |
| 2025 | LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL. | Yihan Wang, Peiyu Liu, Xin Yang |
| 2025 | Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models. | Wei Wang, Zhaowei Li, Qi Xu, Linfeng Li, Yiqing Cai, Botian Jiang, Hang Song, Xingcan Hu, Pengyu Wang, Li Xiao |
| 2025 | QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models. | Wei Wang, Zhaowei Li, Qi Xu, Yiqing Cai, Hang Song, Qi Qi, Ran Zhou, Zhida Huang, Tao Wang, Li Xiao |
| 2025 | FIER: Fine-Grained and Efficient KV Cache Retrieval for Long-context LLM Inference. | Dongwei Wang, Zijie Liu, Song Wang, Yuxin Ren, Jianing Deng, Jingtong Hu, Tianlong Chen, Huanrui Yang |
| 2025 | Multilingual Language Model Pretraining using Machine-translated Data. | Jiayi Wang, Yao Lu, Maurice Weber, Max Ryabinin, David Ifeoluwa Adelani, Yihong Chen, Raphael Tang, Pontus Stenetorp |
| 2025 | Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models. | Weihang Wang, Xinhao Li, Ziyue Wang, Yan Pang, Jielei Zhang, Peiyi Li, Qiang Zhang, Longwen Gao |
| 2025 | Model Unlearning via Sparse Autoencoder Subspace Guided Projections. | Xu Wang, Zihao Li, Benyou Wang, Yan Hu, Difan Zou |
| 2025 | KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling. | Yangfan Wang, Jie Liu, Chen Tang, Lian Yan, Jingchi Jiang |
| 2025 | InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering. | Zihan Wang, Zihan Liang, Zhou Shao, Yufei Ma, Huangyu Dai, Ben Chen, Lingtao Mao, Chenyi Lei, Yuqing Ding, Han Li |
| 2025 | Inducing Argument Facets for Faithful Opinion Summarization. | Jian Wang, Yanjie Liang, Yuqing Sun, Bin Gong |
| 2025 | From Parameters to Performance: A Data-Driven Study on LLM Structure and Development. | Suqing Wang, Zuchao Li, Luohe Shi, Bo Du, Hai Zhao, Yun Li, Qianren Wang |
| 2025 | CodeContests+: High-Quality Test Case Generation for Competitive Programming. | Zihan Wang, Siyao Liu, Yang Sun, Ming Ding, Hongyan Li |
| 2025 | BeSimulator: A Large Language Model Powered Text-based Behavior Simulator. | Jianan Wang, Bin Li, Jingtao Qi, Xueying Wang, Fu Li, Lihanxun Li |
| 2025 | Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context. | Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang |
| 2025 | Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites. | Xintong Wang, Yixiao Liu, Jingheng Pan, Liang Ding, Longyue Wang, Chris Biemann |
| 2025 | Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance. | Yao Wang, Di Liang, Minlong Peng |
| 2025 | Train a Unified Multimodal Data Quality Classifier with Synthetic Data. | Weizhi Wang, Rongmei Lin, Shiyang Li, Colin Lockard, Ritesh Sarkhel, Sanket Lokegaonkar, Jingbo Shang, Xifeng Yan, Nasser Zalmout, Xian Li |
| 2025 | LVLMs are Bad at Overhearing Human Referential Communication. | Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis, Owen Rambow, Susan Brennan |
| 2025 | SecDecoding: Steerable Decoding for Safer LLM Generation. | Jiayou Wang, Rundong Liu, Yue Hu, Huijia Wu, Zhaofeng He |