| 2026 | A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE. | Hao Zhou, Tianhao Li, Zhijun Wang, Shuaijie She, Linjuan Wu, Hao-Ran Wei, Baosong Yang, Jiajun Chen, Shujian Huang |
| 2026 | RAM-SD: Retrieval-Augmented Multi-agent framework for Sarcasm Detection. | Ziyang Zhou, Ziqi Liu, Yan Wang, Yiming Lin, Yangbin Chen |
| 2026 | The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG. | Shu Zhou, Jinman Leng, Yufei Song, Xin Wang, Tao Fan, Hao Wang |
| 2026 | Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design. | Zhilun Zhou, Zihan Liu, Jiahe Liu, Yihan Wang, Qingyu Shao, Fengli Xu, Depeng Jin, Yong Li |
| 2026 | MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation. | Yanghao Zhou, Haitian Li, Rexar Lin, Heyan Huang, Jinxing Zhou, Changsen Yuan, Tian Lan, Ziqin Zhou, Yudong Li, Jiajun Xu, Jingyun Liao, YiMing Cheng, Xuefeng Chen, Xian-Ling Mao, Yousheng Feng |
| 2026 | Simplify-Pro: A Two-level and Progressive LLM-based Framework for Auto Long Text Simplification. | Peng Zhou, Guangxin Li, Xiaoying Huang, Yiming Tang |
| 2026 | Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection. | Shize Zhou, Peiyu Liu, Lirong Fu, Tong Ye, Wenhai Wang |
| 2026 | When More Thinking Hurts: Overthinking in LLM Test-Time Compute Scaling. | Shu Zhou, Rui Ling, Junan Chen, Xin Wang, Tao Fan, Hao Wang |
| 2026 | AED-RAG: Continuous Multi-Granular Context Fusion for Retrieval-Augmented Generation via Adaptive Ensemble Decoding. | Junzhe Zhou, Fulin Lin, Tairan Cheng, Shaowen Chen, Hongwei Wang |
| 2026 | The Prosody of Emojis. | Giulio Zhou, Tsz Kin Lam, Alexandra Birch, Barry Haddow |
| 2026 | PrefRAG: Correcting Semantic Errors in Auto-Formalization for Logical Reasoning with Program Preference RAG. | Yuyin Zhou, Yongmei Liu |
| 2026 | Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images. | Shijie Zhou, Jihyung Kil, Ming Li, Jiuxiang Gu, Curtis Wigington, Rajiv Jain, Changyou Chen, Ruiyi Zhang |
| 2026 | Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs. | Wenrui Zhou, Mohamed Hendy, Shu Yang, Qingsong Yang, Zikun Guo, Yuyu Luo, Lijie Hu, Di Wang |
| 2026 | Automatic Slide Updating with User-Defined Dynamic Templates and Natural Language Instructions. | Kun Zhou, Jiakai He, Wenmian Yang, Zhensheng Wang, Yiquan Zhang, Weijia Jia |
| 2026 | Policy-Guided Stepwise Action Planning for Controllable LLM Reasoning. | Jianpeng Zhou, Qisheng Hu, Jiahai Wang, Wenya Wang |
| 2026 | LAMCL: A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection. | Bing Zhou, Zhe Huang, Shilei Tan, Kai Zhao, Yongcheng Zhou |
| 2026 | Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults. | Zhenhao Zhou, Zhuochen Huang, Yike He, Chong Wang, Jiajun Wang, Yijian Wu, Xin Peng, Yiling Lou |
| 2026 | DOS: Dependency-Oriented Sampler for Masked Diffusion Language Models. | Xueyu Zhou, Yangrong Hu, Jian Huang |
| 2026 | ChildTalk: A Multi-Dialect Chinese Child Speech Corpus with Full-Length Child-Caregiver Conversations for Speech Recognition. | Jiaming Zhou, Yujie Guo, Shiwan Zhao, Yao Lu, Jianye Wang, Haoqin Sun, Hui Wang, Yong Qin |
| 2026 | CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs. | Xingcheng Zhou, Hao Guo, Rui Song, Walter Zimmer, Mingyu Liu, Andr Schamschurko, Hu Cao, Alois Knoll |
| 2026 | Attention to Non-Adopters. | Kaitlyn Zhou, Kristina Gligoric, Myra Cheng, Michelle S. Lam, Vyoma Raman, Boluwatife Aminu, Caeley Woo, Michael Brockman, Hannah Cha, Dan Jurafsky |
| 2026 | Efficient Training for Cross-lingual Speech Language Models. | Yan Zhou, Qingkai Fang, Yun Hong, Yang Feng |
| 2026 | Query-Aware Knowledge Retrieval via Hyperbolic Structuring. | Chuang Zhou, Junnan Dong, Yilin Xiao, Shengyuan Chen, Su Dong, Di Yin, Xing Sun, Zhaozhuo Xu, Xiao Huang |
| 2026 | SCVQ: Sparse-Compensated Vector Quantization for Large Language Models. | Zixuan Zhou, Yujun Diao, Zicheng Kong, Dehua Ma, Zhenbo Xu, Pei Pei Li, Zhaofeng He |
| 2026 | ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning. | Jiawei Zhou, Hang Ding, Haiyun Jiang |