| 2026 | SAM-DAQ: Segment Anything Model with Depth-guided Adaptive Queries for RGB-D Video Salient Object Detection. | Jia Lin, Xiaofei Zhou, Jiyuan Liu, Runmin Cong, Guodao Zhang, Zhi Liu, Jiyong Zhang |
| 2026 | GeWu: A Culturally-Grounded Chinese Benchmark for Multi-Stage Social Bias Evaluation in Large Language Models. | Yi Lin, Ziyi Zhou, Jiashi Gao, Xinwei Guo, Jiaxin Zhang, Haiyan Wu, Xin Yao, Xuetao Wei |
| 2026 | Risk-Aware Bilingual Spoken Dialogue for Campus Mental Health Support. | You-Teng Lin, Li-Yang Zhang, Yi-Tang Chen, Jen-Tzung Chien |
| 2026 | DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving. | Hongbin Lin, Yiming Yang, Chaoda Zheng, Yifan Zhang, Shuaicheng Niu, Zilu Guo, Yafeng Li, Gui Gui, Shuguang Cui, Zhen Li |
| 2026 | Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory. | Yuxuan Lin, Hanjing Yan, Xuan Tong, Yang Chang, Huanzhen Wang, Ziheng Zhou, Shuyong Gao, Yan Wang, Wenqiang Zhang |
| 2026 | Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation. | Tzu-Jung Lin, Jia-Fong Yeh, Hung-Ting Su, Chung-Yi Lin, Yi-Ting Chen, Winston H. Hsu |
| 2026 | Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers. | Liang Lin, Miao Yu, Kaiwen Luo, Yibo Zhang, Lilan Peng, Dexian Wang, Xuehai Tang, Yuanhe Zhang, Xikang Yang, Zhenhong Zhou, Kun Wang, Yang Liu |
| 2026 | Factorization-in-Loop: Proximal Fill-in Minimization for Sparse Matrix Reordering. | Ziwei Li, Shuzi Niu, Tao Yuan, Huiyuan Li, Wenjia Wu |
| 2026 | AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys. | Chenxi Lin, Weikang Yuan, Zhuoren Jiang, Biao Huang, Ruitao Zhang, Jianan Ge, Yueqian Xu, Jianxing Yu |
| 2026 | V2VLoc: Robust GNSS-Free Collaborative Perception via LiDAR Localization. | Wenkai Lin, Qiming Xia, Wen Li, Xun Huang, Chenglu Wen |
| 2026 | Comprehensive Urban Region Representation Learning via Multi-View Joint Learning and Contrastive Learning. | Yingde Lin, Yuanbo Xu, Lu Jiang, Pengyang Wang |
| 2026 | Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning. | Jiayi Lin, Yanlin Wang, Yibiao Yang, Lei Zhang, Yutao Xie |
| 2026 | Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification. | Rifen Lin, Alex Jinpeng Wang, Jiawei Mo, Min Li |
| 2026 | Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments. | Shuxia Lin, Qiufeng Wang, Chang Liu, Xu Yang, Xin Geng |
| 2026 | Learnable Matrix Profile for Motif Discovery on Multivariate Time Series. | Mingkai Lin, Yinke Wang, Xiaobin Hong, Wenzhong Li |
| 2026 | LLM4Sweat: A Trustworthy Large Language Model for Hyperhidrosis Support. | Wenjie Lin, Jin Wei-Kocsis |
| 2026 | FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation. | Haiyan Lin, Qi Shen, Fei Zhu, Zixuan Qin, Liu Yang, Yuping Duan |
| 2026 | Flow-Induced Diagonal Gaussian Processes. | Moule Lin, Andrea Patane, Weipeng Jing, Shuhao Guan, Goetz Botterweck |
| 2026 | MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration. | Shuyuan Lin, Wenwu Peng, Junjie Huang, Qiang Qi, Miaohui Wang, Jian Weng |
| 2026 | RPM-MCTS: Knowledge-Retrieval as Process Reward Model with Monte Carlo Tree Search for Code Generation. | Yuanyuan Lin, Xiangyu Ouyang, Teng Zhang, Kaixin Sui |
| 2026 | Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction. | Jianghang Lin, Yilin Lu, Chaoyang Zhu, Yunhang Shen, Shengchuan Zhang, Liujuan Cao |
| 2026 | S²Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection. | Yu Lin, Jianghang Lin, Kai Ye, You Shen, Shengchuan Zhang, Liujuan Cao |
| 2026 | Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation. | Yuxi Lin, Yongkang Li, Jie Xing, Zipei Fan |
| 2026 | SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context. | Shuyuan Lin, Hailiang Liao, Qiang Qi, Junjie Huang, Taotao Lai, Jian Weng |
| 2026 | Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents. | Zhixin Lin, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Dongliang Xu |