| 2026 | Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs. | Hongcheng Liu, Yuhao Wang, Zhe Chen, Pingjie Wang, Zhiyuan Zhu, Yixuan Hou, Yanfeng Wang, Yu Wang |
| 2026 | Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society. | Zheyuan Liu, Yixin Wan, Kai-Wei Chang, Meng Jiang, Jieyu Zhao, Nouha Dziri, Yuning Mao, Jia-Chen Gu, Jindong Gu |
| 2026 | RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems. | Jiacheng Liu, Zichen Tang, Zhongjun Yang, Xinyi Hu, Xueyuan Lin, Linwei Jia, Ruofei Bai, Rongjin Li, Shiyao Peng, Haocheng Gao, Haihong E |
| 2026 | Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference. | Baihui Liu, Kaiyuan Tian, Wei Wang, Zhaoning Zhang, Linbo Qiao, Dongsheng Li |
| 2026 | Reasoning Hijacking: The Fragility of Reasoning Alignment in Large Language Models. | Yuansen Liu, Yixuan Tang, Anthony Kum Hoe Tung |
| 2026 | CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher. | Tianlun Liu, Zhiliang Tian, Zhen Huang, Xingzhi Zhou, Wanlong Yu, Tianle Liu, Feng Liu, Dongsheng Li |
| 2026 | DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection. | Tianle Liu, Zhiliang Tian, Zhen Huang, Tianlun Liu, Jingyuan Huang, Zhaoning Zhang, Chengcheng Shao, Dongsheng Li |
| 2026 | Would LLMs be Good Historical Linguists and Chinese Dialect Learners? | Yicheng Liu, Shumin Shi, Youchao Zhou, Xingchen Zhang |
| 2026 | ProMediate: A Simulation Testbed for Evaluating Proactive Mediation in Multi-Party Negotiation. | Ziyi Liu, Bahareh Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma |
| 2026 | Prompt Optimization for Relation Extraction using Reinforcement Learning. | Ying Liu, Dong Shuai, Cui Zibo, TengQi Ye, Gang Wu |
| 2026 | DataSage: Multi-agent Collaboration for Insight Discovery with External Knowledge Retrieval, Multi-role Debating, and Multi-path Reasoning. | Xiaochuan Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen |
| 2026 | Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding. | Donghan Liu, Han Sun, Zhaohui Wang, Qin Li, Min Zhang |
| 2026 | IPS: In-Prompt Process Supervision for Short Video Content Moderation. | Mingchao Liu, Yu Sun, Ruixiao Sun, Xin Dong, Xiang Shen, Hongwei Wang, Hongyu Xiong, Yang Song |
| 2026 | ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction. | Wenda Liu, Zhigang Song, Shuai Nie, Guangyao Liu, Lisung Chen, Binyu Yang, Yaran Chen, Peng Zhou, Hongzhen Wang, Yuchen Liu, Wenyue Hu, Jiaming Xu, Runyu Shi, Ying Huang |
| 2026 | ALIGN: Word Association Learning for Cultural Alignment in Large Language Models. | Chunhua Liu, Kabir Manandhar Shrestha, Sukai Huang |
| 2026 | DataSeer: A Manager-Centric Collaborative Multi-Agent Framework with Multi-Branch Reasoning for Automated Insight Discovery. | Suchen Liu, Yuanfeng Song, Jun Gao, Xing Chen |
| 2026 | Scaling is Not All You Need: Clinical-Oriented Reinforcement Learning Makes Parameter-Efficient Clinical Reasoning. | Chi Liu, Yan Shu, Mengzhuo Chen, Hongming Piao, Zhijian Duan, Derek Li, Bryan Dai |
| 2026 | OntoGuard: Enforcing Action Admissibility for LLM Agents in Complex Interactive Environments. | Pengxiang Liu, Tao Ren, Wei Xiong, Tingrui Yang, Junjie Wang, Jun Hu |
| 2026 | ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production. | Liangzu Liu, Mengzhe Ruan, Xiaotian Chen, HaonanChen, XudongNiu, Wendi Yuan, YuechenLi, Yang Liu, Guanjun Wang |
| 2026 | Linguistically-Informed Evaluation of LLMs on Acceptability Judgments in a Forced-Choice Paradigm. | Ziyue Liu, Nils Reiter |
| 2026 | XQ-MEval: A Dataset with Cross-lingual Parallel Quality for Benchmarking Translation Metrics. | Jingxuan Liu, Zhi Qu, Jin Tei, Hidetaka Kamigaito, Lemao Liu, Taro Watanabe |
| 2026 | CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents. | Jiayu Liu, Cheng Qian, Zhaochen Su, Qing Zong, Shijue Huang, Bingxiang He, Yi R. Fung |
| 2026 | ModularMoE: Fast LLM Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource Settings. | Jiaxing Liu, Qi Qi, Haifeng Sun, Dunjun Li, Zirui Zhuang, Bo He, Xiang Yang, Cong Liu, Jianxin Liao, Jingyu Wang |
| 2026 | WaveDetect: Robust Framework for Machine-Generated Text Detection via Wavelet Transform. | Zhichen Liu, Kaitong Qin, Linhan He, Yang Xu |
| 2026 | TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only. | Yilun Liu, Ruihong Qiu, Zi Huang |