| 2025 | SuperRAG: Beyond RAG with Layout-Aware Graph Modeling. | Chening Yang, Duy-Khanh Vu, Minh-Tien Nguyen, Xuan-Quang Nguyen, Linh Nguyen, Hung Le |
| 2025 | LLM2: Let Large Language Models Harness System 2 Reasoning. | Cheng Yang, Chufan Shi, Siheng Li, Bo Shui, Yujiu Yang, Wai Lam |
| 2025 | Audio Is the Achilles' Heel: Red Teaming Audio Large Multimodal Models. | Hao Yang, Lizhen Qu, Ehsan Shareghi, Gholamreza Haffari |
| 2025 | Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages. | Ivory Yang, Weicheng Ma, Chunhui Zhang, Soroush Vosoughi |
| 2025 | What is it? Towards a Generalizable Native American Language Identification System. | Ivory Yang, Weicheng Ma, Carlos Guerrero Alvarez, William Dinauer, Soroush Vosoughi |
| 2025 | Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. | Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang, Haoran Yang, Yumeng Zhang, Shan Huang, Yiran Wei, Wai Lam |
| 2025 | Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks. | Yichen Yang, Xin Liu, Kun He |
| 2025 | MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents. | Wanqi Yang, Yanda Li, Meng Fang, Ling Chen |
| 2025 | Markov Chain of Thought for Efficient Mathematical Reasoning. | Wen Yang, Minpeng Liao, Kai Fan |
| 2025 | Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction. | Lu Yang, Jiajia Li, En Ci, Lefei Zhang, Zuchao Li, Ping Wang |
| 2025 | Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs. | Sen Yang, Xin Li, Leyang Cui, Lidong Bing, Wai Lam |
| 2025 | Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models. | Zhen Yang, Ping Jian, Chengzhi Li |
| 2025 | Palette of Language Models: A Solver for Controlled Text Generation. | Zhe Yang, Yi Huang, Yaqin Chen, XiaotingWu XiaotingWu, Junlan Feng, Chao Deng |
| 2025 | Position Really Matters: Towards a Holistic Approach for Prompt Tuning. | Xianjun Yang, Wei Cheng, Xujiang Zhao, Wenchao Yu, Linda Ruth Petzold, Haifeng Chen |
| 2025 | SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals. | Ruihan Yang, Jiangjie Chen, Yikai Zhang, Siyu Yuan, Aili Chen, Kyle Richardson, Yanghua Xiao, Deqing Yang |
| 2025 | Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation. | Soyoung Yang, Hojun Cho, Jiyoung Lee, Sohee Yoon, Edward Choi, Jaegul Choo, Won Ik Cho |
| 2025 | Decoding Speculative Decoding. | Minghao Yan, Saurabh Agarwal, Shivaram Venkataraman |
| 2025 | L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects. | Yutaro Yamada, Khyathi Raghavi Chandu, Bill Yuchen Lin, Jack Hessel, Ilker Yildirim, Yejin Choi |
| 2025 | Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. | Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Jieyu Zhao, Salman Avestimehr |
| 2025 | Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models. | Srishti Yadav, Zhi Zhang, Daniel Hershcovich, Ekaterina Shutova |
| 2025 | CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation. | Xi Xu, Wenda Xu, Siqi Ouyang, Lei Li |
| 2025 | From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. | Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen |
| 2025 | CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V. | Siyu Xu, Yunke Wang, Daochang Liu, Bo Du, Chang Xu |
| 2025 | MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation. | Zhenran Xu, Jifang Wang, Baotian Hu, Longyue Wang, Min Zhang |
| 2025 | Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion. | Ziyao Xu, Houfeng Wang |