| 2026 | Protein-STORY: Semantic Text-Oriented Representation Yields biologically meaningful Protein embeddings. | Nabil Ibtehaz, Daisuke Kihara |
| 2026 | Thinking beyond the anthropomorphic paradigm benefits LLM research. | Lujain Ibrahim, Myra Cheng |
| 2026 | MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering. | Sieun Hyeon, Jusang Oh, Sunghwan Steve Cho, Jaeyoung Do |
| 2026 | Infusing Theory of Mind into Socially Intelligent LLM Agents. | EunJeong Hwang, Yuwei Yin, Giuseppe Carenini, Peter West, Vered Shwartz |
| 2026 | A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation. | Seonjeong Hwang, Jun Seo, Hyounghun Kim, Gary Lee |
| 2026 | Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items? | Seonjeong Hwang, Hyounghun Kim, Gary Lee |
| 2026 | Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation. | Kyomin Hwang, Hyeonjin Kim, Sangyeon Cho, Nojun Kwak |
| 2026 | Perceptual Hallucination in Vision-Language Models: Definition, Analysis and Verification. | Taewook Hwang, Inbum Heo, Sung Jun Lee, Sangkeun Jung |
| 2026 | SAFER: A Controllable Safeguard for LLMs against Backdoor Attacks. | Zirui Hu, Zheng Zhang, Yingjie Wang, Dacheng Tao |
| 2026 | CloneMem: Benchmarking Long-Term Memory for AI Clones. | Sen Hu, Zhiyu Zhang, Yuxiang Wei, Xueran Han, Zhenheng Tang, Ronghao Chen, Huacan Wang |
| 2026 | K-GIP: Diagnosing Logical Fractures in Large Vision-Language Models via Verification Scene Graphs and Sequential Pruning. | Yujun Hu, Xiaoyu Zhou, Changbo Wang, Gaoqi He |
| 2026 | PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning. | Jingcheng Hu, Yinmin Zhang, Shijie Shang, Xiaobo Yang, Yue Peng, Zhewei Huang, Hebin Zhou, Xin Wu, Jie Cheng, Fanqi Wan, Xiangwen Kong, Chengyuan Yao, Kaiwen Yan, Ailin Huang, Hongyu Zhou, Qi Han, Zheng Ge, Xiangyu Zhang, Heung-Yeung Shum |
| 2026 | Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models. | Xiang Hu, Zhanchao Zhou, Ruiqi Liang, Zehuan Li, Wei Wu, Jianguo Li |
| 2026 | Awakening Dormant Experts: Counterfactual Routing to Mitigate MoE Hallucinations. | Wentao Hu, Yanbo Zhai, Xiaohui Hu, Mingkuan Zhao, Shanhong Yu, Xue Liu, Kaidong Yu, Shuangyong Song, Xuelong Li |
| 2026 | Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain. | Xiaoyu Hu, Jinman Zhao |
| 2026 | To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? | Luoming Hu, Liang Yang, Jingjie Zeng, Zijie Xing |
| 2026 | TellWhisper: Tell Whisper Who Speaks When. | Yifan Hu, Peiji Yang, Zhisheng Wang, Yicheng Zhong, Rui Liu |
| 2026 | MIPIC: Matryoshka Representation Learning via Self-Distilled Intra-Relational and Progressive Information Chaining. | Phung Gia Huy, Hai An Vu, Minh-Phuc Truong, Thang Duc Tran, Linh Ngo Van, Thanh Hong Nguyen, Trung Le |
| 2026 | Distilling the Essence, Discarding the Dross: Improving Fairness in Multimodal Large Language Models via Historical Reflection-Guided Prompt Optimization. | Juncheng Hu, Jiming Yu, Rui Song, Kedi Lyu, Yingji Li, Zheli Liu |
| 2026 | TinyAlign: Boosting Lightweight Vision-Language Models by Mitigating Modal Alignment Bottlenecks. | Yuanze Hu, Xinyu Wang, Zhichao Yang, Gen Li, Ye Qiu, Zhaoxin Fan, Yifan Sun, Wenjun Wu, Jin Dong, Xiaotie Deng |
| 2026 | Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective. | Dou Hu, Lingwei Wei, Hongjiang Xiao, Songlin Hu, Yuan Zhang |
| 2026 | Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs. | Man Hu, Xinyi Wu, Zhufeng Suo, Jinbo Feng, Linghui Meng, Yanhao Jia, Anh Tuan Luu, Shuai Zhao |
| 2026 | Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory. | Sen Hu, Yuxiang Wei, Jiaxin Ran, Xueran Han, Zhiyuan Yao, Huacan Wang, Ronghao Chen, Lei Zou |
| 2026 | Video-MMMU: Evaluating Knowledge Acquisition from Multidisciplinary Professional Videos. | Kairui Hu, Penghao Wu, Fanyi Pu, Wang Xiao, Xiang Yue, Bo Li, Yuanhan Zhang, Ziwei Liu |
| 2026 | VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents. | Jiliang Hu, Wenfu Wang, Zuchao Li, Chenxing Li, Yiyang Zhao, Hanzhao Li, Liqiang Zhang, Meng Yu, Dong Yu |