| 2025 | Speculative Safety-Aware Decoding. | Xuekang Wang, Shengyu Zhu, Xueqi Cheng |
| 2025 | Faster and Better LLMs via Latency-Aware Test-Time Scaling. | Zili Wang, Tianyu Zhang, Haoli Bai, Lu Hou, Xianzhi Yu, Wulong Liu, Shiming Xiang, Lei Zhu |
| 2025 | Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment. | Saizhuo Wang, Hang Yuan, Leon Zhou, Lionel M. Ni, Heung-Yeung Shum, Jian Guo |
| 2025 | FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data. | Wenhao Wang, Zijie Yu, Rui Ye, Jianqing Zhang, Guangyi Liu, Liang Liu, Siheng Chen, Yanfeng Wang |
| 2025 | Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance. | Songsheng Wang, Rucheng Yu, Zhihang Yuan, Chao Yu, Feng Gao, Yu Wang, Derek F. Wong |
| 2025 | Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning. | Ziyang Wang, Jaehong Yoon, Shoubin Yu, Md Mohaiminul Islam, Gedas Bertasius, Mohit Bansal |
| 2025 | Examining False Positives under Inference Scaling for Mathematical Reasoning. | Yu Wang, Nan Yang, Liang Wang, Furu Wei, Fuli Feng |
| 2025 | PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning. | Yaoshu Wang, Mengyi Yan, Wei Wang |
| 2025 | Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents. | Shouju Wang, Fenglin Yu, Xirui Liu, Xiaoting Qin, Jue Zhang, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan |
| 2025 | Think and Recall: Layer-Level Prompting for Lifelong Model Editing. | Jinke Wang, Zenan Ying, Qi Liu, Wei Chen, Tong Xu, Huijun Hou, Zhi Zheng |
| 2025 | Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective. | Jiong Wang, Shengquan Yu |
| 2025 | Direct Judgement Preference Optimization. | Peifeng Wang, Austin Xu, Yilun Zhou, Caiming Xiong, Shafiq Joty |
| 2025 | From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations. | Benlu Wang, Iris Xia, Yifan Zhang, Junda Wang, Feiyun Ouyang, Shuo Han, Arman Cohan, Hong Yu, Zonghai Yao |
| 2025 | Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers. | Juncheng Wang, Chao Xu, Cheng Yu, Zhe Hu, Haoyu Xie, Guoqi Yu, Lei Shang, Shujun Wang |
| 2025 | POSITION BIAS MITIGATES POSITION BIAS: Mitigate Position Bias Through Inter-Position Knowledge Distillation. | Yifei Wang, Feng Xiong, Yong Wang, Linjing Li, Xiangxiang Chu, Daniel Dajun Zeng |
| 2025 | Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? | Xiaochen Wang, Heming Xia, Jialin Song, Longyu Guan, Qingxiu Dong, Rui Li, Yixin Yang, Yifan Pu, Weiyao Luo, Yiru Wang, Xiangdi Meng, Wenjie Li, Zhifang Sui |
| 2025 | REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking. | Pinhuan Wang, Zhiqiu Xia, Chunhua Liao, Feiyi Wang, Hang Liu |
| 2025 | Sparsifying Mamba. | An Wang, Ruobing Xie, Shuaipeng Li, Xingwu Sun, Zhanhui Kang |
| 2025 | PVTNL: Prompting Vision Transformers with Natural Language for Generalizable Person Re-identification. | Ning Wang, Lei Xie, Sanglu Lu, Shiwei Gan |
| 2025 | From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition. | Tianduo Wang, Lu Xu, Wei Lu, Shanbo Cheng |
| 2025 | Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models. | Jian Wang, Xiaofei Xie, Qiang Hu, Shangqing Liu, Yi Li |
| 2025 | Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth. | Yang Wang, Chenghao Xiao, Chia-Yi Hsiao, Zi Yan Chang, Chi-Li Chen, Tyler Loakman, Chenghua Lin |
| 2025 | Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models. | Haibo Wang, Zhiyang Xu, Yu Cheng, Shizhe Diao, Yufan Zhou, Yixin Cao, Qifan Wang, Weifeng Ge, Lifu Huang |
| 2025 | ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations. | Zijian Wang, Chang Xu |
| 2025 | Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism. | Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu |