| 2026 | From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation. | Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu |
| 2026 | Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach. | Yuanheng Li, Zhuoyang Chen, Xiaoyun Liu, Yuhao Wang, Mingwei Liu, Yang Shi, Kaifeng Huang, Shengjie Zhao |
| 2026 | Nested Depth Search. | Junkang Li, Tristan Cazenave, Swann Legras, Arthur Queffelec, Vronique Ventos |
| 2026 | Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension. | Lin Li, Wei Chen, Jiahui Li, Kwang-Ting Cheng, Long Chen |
| 2026 | ARGH-Mark: Anchor-Synchronized Watermarking with Hamming Correction for Robust and Quality-Preserving LLM Attribution. | He Li, Xiaojun Chen, Jingcheng He, Zhendong Zhao, Shuguang Yuan, Xin Zhao, Yunfei Yang |
| 2026 | Priority-Based Graph-Enhanced Reinforcement Learning for Robust Analog Circuit Optimization. | Jintao Li, Zhenxin Chen, Sicheng He, Aojin Li, Shui Yu |
| 2026 | Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents. | Hao Li, Haotian Chen, Ruoyuan Gong, Juanjuan Wang, Hao Jiang |
| 2026 | ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models. | Xiaomin Li, Xupeng Chen, Jingxuan Fan, Eric Hanchen Jiang, Mingye Gao |
| 2026 | Dual-Teacher Interactive Knowledge Distillation Network for Text-to-Visible & Infrared Person Retrieval. | Chenglong Li, Zhengyu Chen, Yifei Deng, Aihua Zheng |
| 2026 | DynamicEarth: How Far Are We from Open-Vocabulary Change Detection? | Kaiyu Li, Xiangyong Cao, Yupeng Deng, Chao Pang, Zepeng Xin, Hui Qiao, Tieliang Gong, Deyu Meng, Zhi Wang |
| 2026 | SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation. | Shijie Li, Yiming Chen, Zhineng Chen, Kai Hu, Xieping Gao |
| 2026 | RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning. | Jun Li, Zikun Chen, Haibo Chen, Shuo Chen, Jian Yang |
| 2026 | How Bias Binds: Measuring Hidden Associations for Bias Control in Text-to-Image Compositions. | Jeng-Lin Li, Ming-Ching Chang, Wei-Chao Chen |
| 2026 | Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction. | Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao |
| 2026 | MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design. | Hao Li, Andrey Bogdanov |
| 2026 | RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing. | Jianxing Liao, Tian Zhang, Xiao Feng, Yusong Zhang, Haorui Wang, Bosi Wen, Ziying Wang, Runzhi Shi |
| 2026 | Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception. | Huaizhang Liao, Zhixiong Yang, Jingyuan Xia, Yuheng Sun, Yue Zhang, Shengxi Li, Yongxiang Liu |
| 2026 | SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning. | Huanxuan Liao, Yixing Xu, Shizhu He, Guanchen Li, Xuanwu Yin, Dong Li, Emad Barsoum, Jun Zhao, Kang Liu |
| 2026 | Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment. | Zhicheng Liao, Dongxu Wu, Zhenshan Shi, Sijie Mai, Hanwei Zhu, Lingyu Zhu, Yuncheng Jiang, Baoliang Chen |
| 2026 | Query-Routed Activation Editing with Truth-hierarchical Preference Optimization. | Kewei Liao, Tianbo Wang, Yuqing Ma, Zhange Zhang, Zhicheng Geng, Xiaowei Zhao, Jiakai Wang, Xianglong Liu |
| 2026 | AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. | Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, Xulei Yang |
| 2026 | DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model. | Wenjie Liao, Xiaohui Song, Haonan Lu |
| 2026 | EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers. | Wenwen Liao, Hang Ruan, Jianbo Yu, Bing Song, Yuansong Wang, Xiaofeng Yang |
| 2026 | Improving Batch Normalization with Test-Time Adaptation for Robust Object Detection in Self-Driving. | Dacheng Liao, Mengshi Qi, Liang Liu, Huadong Ma |
| 2026 | From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning. | Weiran Liao, Jielong Lu, Yuhong Chen, Shide Du, Hongrong Chen, Shiping Wang |