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• DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions

  Jingyu Zhang, Yilei Wang, Lang Qian, Peng Sun, Zengwen Li, Sudong Jiang, Maolin Liu, Liang Song

  9942-9950

  2025-04-11

• TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs

  Yunxiao Wang, Meng Liu, Wenqi Liu, Xuemeng Song, Bin Wen, Fan Yang, Tingting Gao, Di Zhang, Guorui Zhou, Liqiang Nie

  10323-10331

  2026-03-14

• Utterance-level Emotion Recognition in Conversation with Conversation-level Supervision

  Ximing Li, Yuanchao Dai, Zhiyao Yang, Jinjin Chi, Wanfu Gao, Lin Yuanbo Wu

  24503-24511

  2025-04-11

• Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering

  Jiapeng Liu, Liang Li, Shihao Rao, Xiyan Gao, Weixin Guan, Bing Li, Can Ma

  5487-5495

  2025-04-11

• Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation

  Xiuding Cai, Yaoyao Zhu, Dong Miao, Linjie Fu, Yu Yao

  891-899

  2024-03-24

• Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection

  Hongquan Zhang, Bin-Bin Gao, Yi Zeng, Xudong Tian, Xin Tan, Zhizhong Zhang, Yanyun Qu, Jun Liu, Yuan Xie

  7096-7104

  2024-03-24

• Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning

  Disen Hu, Xun Jiang, Xiaofeng Cao, Zheng Wang, Jingkuan Song, Heng Tao Shen, Xing Xu

  21831-21839

  2026-03-14

• Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow

  Jiaqi Bai, Hongcheng Guo, Zhongyuan Peng, Jian Yang, Zhoujun Li, Mohan Li, Zhihong Tian

  23442-23450

  2025-04-11

• xMHashSeg: Cross-modal Hash Learning for Training-free Unsupervised LiDAR Semantic Segmentation

  Jialong Zhang, Yachao Zhang, Yao Wu, Jiangming Shi, Fangyong Wang, Yanyun Qu

  12538-12546

  2026-03-14

• STMI: Segmentation-Guided Token Modulation with Cross-Modal Hypergraph Interaction for Multi-Modal Object Re-Identification

  Xingguo Xu, Zhanyu Liu, Weixiang Zhou, Yuansheng Gao, Junjie Cao, Yuhao Wang, Jixiang Luo, Dell Zhang

  11433-11441

  2026-03-14

• Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM

  Cui Danxin, Sihang Jiang, Keyi Wang, Zhiyi Duan, Yanghua Xiao, Bi Yude, Jiaqing Liang, Minggui He, Shimin Tao, Yilun Liu

  30485-30493

  2026-03-14

• Improving Open-Domain Dialogue Response Generation with Multi-Source Multilingual Commonsense Knowledge

  Sixing Wu, Jiong Yu, Jiahao Chen, Xiaofan Deng, Wei Zhou

  19252-19260

  2024-03-24

• Transferable Backdoor Attacks for Code Models via Sharpness-Aware Adversarial Perturbation

  Shuyu Chang, Haiping Huang, Yanjun Zhang, Yujin Huang, Fu Xiao, Leo Yu Zhang

  57-65

  2026-03-14

• Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection

  Yihua Wang, Qi Jia, Cong Xu, Feiyu Chen, Yuhan Liu, Haotian Zhang, Liang Jin, Lu Liu, Zhichun Wang

  26652-26660

  2026-03-14

• Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting

  Zhixin Liu, Xuanlin Liu, Sihan Xu, Yaqiong Qiao, Ying Zhang, Xiangrui Cai

  23999-24007

  2026-03-14

• ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference

  Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen

  19506-19514

  2024-03-24

• DIFFA: Large Language Diffusion Models Can Listen and Understand

  Jiaming Zhou, Hongjie Chen, Shiwan Zhao, Jian Kang, Jie Li, Enzhi Wang, Yujie Guo, Haoqin Sun, Hui Wang, Aobo Kong, Yong Qin, Xuelong Li

  35112-35120

  2026-03-14

• Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement

  Jing Wang, Jiangyun Li, Chen Chen, Yisi Zhang, Haoran Shen, Tianxiang Zhang

  5463-5471

  2024-03-24

• Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives

  Weibo Gao, Qi Liu, Hao Wang, Linan Yue, Haoyang Bi, Yin Gu, Fangzhou Yao, Zheng Zhang, Xin Li, Yuanjing He

  8417-8426

  2024-03-24

• Zero-Shot Aerial Object Detection with Visual Description Regularization

  Zhengqing Zang, Chenyu Lin, Chenwei Tang, Tao Wang, Jiancheng Lv

  6926-6934

  2024-03-24

• IE-SRGS: An Internal-External Knowledge Fusion Framework for High-Fidelity 3D Gaussian Splatting Super-Resolution

  Xiang Feng, Tieshi Zhong, Shuo Chang, Weiliu Wang, Chengkai Wang, Yifei Chen, Tongyu Hu, Yuhe Wang, Zhenzhong Kuang, Xuefei Yin, Yanming Zhu

  3957-3965

  2026-03-14

• Coarse2Fine: Local Consistency Aware Re-prediction for Weakly Supervised Object Localization

  Yixuan Pan, Yao Yao, Yichao Cao, Chongjin Chen, Xiaobo Lu

  2002-2010

  2023-06-26

• Online Fraud Detection via Test-Time Retrieval-Based Representation Enrichment

  Yiran Qiao, Ningtao Wang, Yuncong Gao, Yang Yang, Xing Fu, Weiqiang Wang, Xiang Ao

  12470-12478

  2025-04-11

• Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation

  Yirui Wu, Yuhang Xia, Hao Li, Lixin Yuan, Junyang Chen, Jun Liu, Tong Lu, Shaohua Wan

  8478-8486

  2025-04-11

• MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm

  Xiao Fan, Jingyan Jiang, Zhaoru Chen, Fanding Huang, Xiao Chen, Qinting Jiang, Bowen Zhang, Xing Tang, Zhi Wang

  21011-21019

  2026-03-14