| 2025 | From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning. | Zihan Chen, Song Wang, Xingbo Fu, Chengshuai Shi, Zhenyu Lei, Cong Shen, Jun-Dong Li |
| 2025 | On Collaborating Small and Large Models For Few-shot Intent Detection. | Peng Chen, Bang Wang |
| 2025 | Pragmatic Inference Chain (PIC) Improving LLMs' Reasoning of Authentic Implicit Toxic Language. | Xi Chen, Shuo Wang |
| 2025 | Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework. | Yuhang Chen, Zhen Tan, Ajay Kumar Jaiswal, Huaizhi Qu, Xinyu Zhao, Qi Lin, Yu Cheng, Andrew Kwong, Zhichao Cao, Tianlong Chen |
| 2025 | Exploiting Prompt-induced Confidence for Black-Box Attacks on LLMs. | Meina Chen, Yihong Tang, Kehai Chen |
| 2025 | EQA-RM: A Generative Embodied Reward Model with Test-time Scaling. | Yuhang Chen, Zhen Tan, Tianlong Chen |
| 2025 | From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts. | Yongjian Chen, Antonio Toral |
| 2025 | Predicate-Guided Generation for Mathematical Reasoning. | Jiajun Chen, Yik-Cheung Tam |
| 2025 | Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information. | Yao Chen, Jiawei Sheng, Wenyuan Zhang, Tingwen Liu |
| 2025 | Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models. | Haokun Chen, Sebastian Szyller, Weilin Xu, Nageen Himayat |
| 2025 | ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval. | Zihan Chen, Lei Shi, Weize Wu, Qiji Zhou, Yue Zhang |
| 2025 | Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering. | Zixin Chen, Sicheng Song, KaShun Shum, Yanna Lin, Rui Sheng, Weiqi Wang, Huamin Qu |
| 2025 | LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts. | Junhao Chen, Jingbo Sun, Xiang Li, Haidong Xin, Yuhao Xue, Yibin Xu, Hao Zhao |
| 2025 | MoVa: Towards Generalizable Classification of Human Morals and Values. | Ziyu Chen, Junfei Sun, Chenxi Li, Tuan Dung Nguyen, Jing Yao, Xiaoyuan Yi, Xing Xie, Chenhao Tan, Lexing Xie |
| 2025 | SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation. | Xiaofu Chen, Israfel Salazar, Yova Kementchedjhieva |
| 2025 | Joint Enhancement of Relational Reasoning for Long-Context LLMs. | Zhirui Chen, Wei Shen, Jiashui Huang, Ling Shao |
| 2025 | VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation. | Hao Chen, Tianyu Shi, Pengran Huang, Zeyuan Li, Jiahui Pan, Qianglong Chen, Lewei He |
| 2025 | SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection. | Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Shi Han, Dongmei Zhang |
| 2025 | MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning. | Justin Chih-Yao Chen, Archiki Prasad, Swarnadeep Saha, Elias Stengel-Eskin, Mohit Bansal |
| 2025 | Post Persona Alignment for Multi-Session Dialogue Generation. | Yi-Pei Chen, Noriki Nishida, Hideki Nakayama, Yuji Matsumoto |
| 2025 | Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs. | Yu-Wen Chen, Melody Ma, Julia Hirschberg |
| 2025 | R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation. | Kaijie Chen, Zihao Lin, Zhiyang Xu, Ying Shen, Yuguang Yao, Joy Rimchala, Jiaxin Zhang, Lifu Huang |
| 2025 | MIND: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue. | Yujia Chen, Changsong Li, Yiming Wang, Tianjie Ju, Qingqing Xiao, Nan Zhang, Zifan Kong, Peng Wang, Binyu Yan |
| 2025 | Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods. | Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi |
| 2025 | Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection. | Yuhao Chen, Yuanjie Lyu, Shuochen Liu, Chao Zhang, Junhui Lv, Tong Xu |