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• SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models

  Xun Liang, Hanyu Wang, Huayi Lai, Simin Niu, Shichao Song, Jiawei Yang, Jihao Zhao, Feiyu Xiong, Bo Tang, Zhiyu Li

  31934-31942

  2026-03-14

• SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration

  Jipeng Cen, Jiaxin Liu, Zhixu Li, Jingjing Wang

  49-57

  2025-04-11

• RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise

  Ziniu Yin, Yanglin Feng, Ming Yan, Xiaomin Song, Dezhong Peng, Xu Wang

  9535-9543

  2025-04-11

• Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal

  Yicheng Leng, Chaowei Fang, Gen Li, Yixiang Fang, Guanbin Li

  2983-2990

  2024-03-24

• CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information

  Kaifan Zhang, Lihuo He, Xin Jiang, Wen Lu, Di Wang, Xinbo Gao

  14486-14493

  2025-04-11

• Interpreting Temporal Knowledge Graph Reasoning (Student Abstract)

  Bin Chen, Kai Yang, Wenxin Tai, Zhangtao Cheng, Leyuan Liu, Ting Zhong, Fan Zhou

  23451-23453

  2024-03-24

• Learning to Copy Coherent Knowledge for Response Generation

  Jiaqi Bai, Ze Yang, Xinnian Liang, Wei Wang, Zhoujun Li

  12535-12543

  2021-05-18

• OPTION: An Online Pricing Strategy for Asynchronous Federated Learning Against Free-Riding Attacks

  Bangqi Pan, Jianfeng Lu, Shuqin Cao, Xiao Zhang, Gang Li, Guanghui Wen

  24682-24690

  2026-03-14

• Enhanced Fine-Grained Motion Diffusion for Text-Driven Human Motion Synthesis

  Dong Wei, Xiaoning Sun, Huaijiang Sun, Shengxiang Hu, Bin Li, Weiqing Li, Jianfeng Lu

  5876-5884

  2024-03-24

• A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization

  Jiaying Zhu, Dong Li, Xueyang Fu, Gege Shi, Jie Xiao, Aiping Liu, Zheng-Jun Zha

  10968-10976

  2025-04-11

• STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis

  Zhe Zhao, Pengkun Wang, Haibin Wen, Shuang Wang, Liheng Yu, Yang Wang

  22858-22866

  2025-04-11

• Learning Structurally Stabilized Representations for Lossless DNA Storage

  Ben Cao, Xue Li, Tiantian He, Bin Wang, Shihua Zhou, Xiaohu Wu, Qiang Zhang

  39-47

  2026-03-14

• Distributed Randomized Sketching Kernel Learning

  Rong Yin, Yong Liu, Dan Meng

  8883-8891

  2022-06-28

• HMformer: Unleashing Transformer’s Potential for Time Series Forecasting via Hierarchical Multi-Scale Modeling

  Renjun Huang, Han Xiao, Bingqing Li, Baili Zhang, Jianhua Lyu

  22012-22020

  2026-03-14

• OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility

  Yun Xin, Jianfeng Lu, Gang Li, Shuqin Cao, Guanghui Wen, Kehao Wang

  27117-27125

  2026-03-14

• Differentiable Information Enhanced Model-Based Reinforcement Learning

  Xiaoyuan Zhang, Xinyan Cai, Bo Liu, Weidong Huang, Song-Chun Zhu, Siyuan Qi, Yaodong Yang

  22605-22613

  2025-04-11

• Motion-adaptive Transformer for Event-based Image Deblurring

  Senyan Xu, Zhijing Sun, Mingchen Zhong, Chengzhi Cao, Yidi Liu, Xueyang Fu, Yan Chen

  8942-8950

  2025-04-11

• SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing

  Zewen Jin, Shen Fu, Chengjie Tang, Youhui Bai, Shengnan Wang, Jiaan Zhu, Chizheng Fang, Ping Gong, Cheng Li

  22444-22453

  2026-03-14

• DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation

  Hourun Li, Yifan Wang, Zhiping Xiao, Jia Yang, Changling Zhou, Ming Zhang, Wei Ju

  12049-12057

  2025-04-11

• Sequence-Free for Compound Protein Interaction Prediction

  Hongzhi Zhang, Jiameng Chen, Kun Li, Yida Xiong, Xiantao Cai, Wenbin Hu, Jia Wu

  16289-16297

  2026-03-14

• An Optimal Transport View for Subspace Clustering and Spectral Clustering

  Yuguang Yan, Zhihao Xu, Canlin Yang, Jie Zhang, Ruichu Cai, Michael Kwok-Po Ng

  16281-16289

  2024-03-24

• A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER

  Jinpeng Hu, DanDan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang

  12890-12898

  2023-06-26

• A Mutually Enhanced Bidirectional Approach for Jointly Mining User Demand and Sentiment (Student Abstract)

  Xue Mao, Haoda Qian, Minjie Yuan, Qiudan Li

  16278-16279

  2024-07-15

• CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer

  Ran Ran, Jiwei Wei, Xiangyi Cai, Xiang Guan, Jie Zou, Yang Yang, Heng Tao Shen

  6684-6692

  2025-04-11

• SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces

  Ruiheng Liu, Xiaobing Chen, Jinyu Zhang, Qiongwen Zhang, Yu Zhang, Bailong Yang

  32123-32131

  2026-03-14