| 2026 | AIRCoder: Adaptive Integration of Multi-dimensional Retrieval for Repository-level Code Completion. | Chuanqi Shi, Miao Gao, Zhiqiang Gao |
| 2026 | Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces. | Zijing Shi, Meng Fang, Ling Chen |
| 2026 | AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling. | Jiacheng Shi, Hongfei Du, Xinyuan Song, Y. Alicia Hong, Yanfu Zhang, Ashley Gao |
| 2026 | SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning. | Boyan Shi, Wei Chen, Shuyuan Zhao, Junfeng Shen, Shengnan Guo, Shaojiang Wang, Huaiyu Wan |
| 2026 | UniVocal: Unified Speech-Singing Code-Switching Synthesis. | Yufei Shi, Qian Chen, Wen Wang, Xiangang Li, Zhen-Hua Ling, Yang Ai |
| 2026 | AICA-Bench: Holistically Examining the Capabilities of VLMs in Affective Image Content Analysis. | Dong She, Xianrong Yao, Liqun Chen, Jinghe Yu, Yang Gao, Zhanpeng Jin |
| 2026 | Beyond Monolingual Assumptions: A Survey on Code-Switched NLP in the Era of Large Language Models across Modalities. | Rajvee Sheth, Samridhi Raj Sinha, Mahavir Patil, Himanshu Beniwal, Mayank Singh |
| 2026 | Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction. | Xu Shen, Qi Zhang, Song Wang, Zhen Tan, Xinyu Zhao, Laura Yao, Vaishnav Tadiparthi, Hossein Nourkhiz Mahjoub, Ehsan Moradi-Pari, Kwonjoon Lee, Tianlong Chen |
| 2026 | Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models. | Minghe Shen, Zhuo Zhi, Chonghan Liu, Shuo Xing, Zhengzhong Tu, Che Liu |
| 2026 | PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning. | Yunzhi Shen, Hao Zhou, Xin Huang, Xue Han, Junlan Feng, Shujian Huang |
| 2026 | ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue. | Jiawei Shen, Jia Zhu, Hanghui Guo, Weijie Shi, Yue Cui, Qingyu Niu, Guoqing Ma, Jingjiang Liu, Yidan Liang, Yilin Wang, Shimin Di, Jiajie Xu |
| 2026 | River-LLM: Large Language Model Seamless Exit Based on KV Share. | Yingtao Shen, An Zou |
| 2026 | Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation. | Hanwen Shen, Ting Ying, Jiajie Lu, Shanshan Wang |
| 2026 | Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies. | Xudong Shen, Li Yuan, Ye Chen, Xin Wu, Yi Cai, Zhiyong Wu |
| 2026 | MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards. | Zhiyu Shen, Ziming Wu, Fuming Lai, Shaobing Lian, Yanghui Rao |
| 2026 | New Compendium of a Myriad of Plants: A New Dataset Describing Ancient Chinese Plants. | Xiaobin Shen, Zhongqing Wang, Shichen Li, Chu-Ren Huang, Guodong Zhou |
| 2026 | VocalRep: Structure-Aware Vocal Representations for Multimodal Generation. | Da Shen, Zhenqiang Weng, Tianyu Liu, Gongyu Chen, Runhua Shi, Jiahui Chen, Chaofan Ding, Wei-Qiang Zhang, Zihao Chen |
| 2026 | Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration. | Jucheng Shen, Gaurav Sarkar, Yeonju Ro, Sharath Nittur Sridhar, Zhangyang Wang, Aditya Akella, Souvik Kundu |
| 2026 | Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents. | Yiting Shen, Kun Li, Wei Zhou, Songlin Hu |
| 2026 | Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism. | Yuhao Shen, Tianyu Liu, Junyi Shen, Jinyang Wu, Quan Kong, Huan Li, Cong Wang |
| 2026 | HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions. | Zhiyu Shen, Jiyuan Liu, Yunhe Pang, Yanghui Rao, Fu Lee Wang, Jianxing Yu |
| 2026 | Think Smart, Not Hard: Difficulty Adaptive Reasoning for Large Audio Language Models. | Zhichao Sheng, Shilin Zhou, Chen Gong, Zhenghua Li |
| 2026 | LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning. | Ziji Sheng, Guiyao Tie, Weidong Wang, Pan Zhou, Daizong Liu |
| 2026 | PII-Bench: Evaluating Query-Aware Privacy Protection Systems. | Hao Shen, Zhouhong Gu, Haokai Hong, Weili Han, Hongfeng Chai |
| 2026 | PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics. | Yaling Shen, Stephanie Fong, Yiwen Jiang, Zimu Wang, Feilong Tang, Qingyang Xu, Xiangyu Zhao, Zhongxing Xu, Jiahe Liu, Jinpeng Hu, Dominic Dwyer, Zongyuan Ge |