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• SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning

  Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang

  32284-32292

  2026-03-14

• The Perils of Learning Before Optimizing

  Chris Cameron, Jason Hartford, Taylor Lundy, Kevin Leyton-Brown

  3708-3715

  2022-06-28

• MUSIC COLLAB: An IoT and ML Based Solution for Remote Music Collaboration (Student Abstract)

  Nishtha Nayar, Divya Lohani

  13883-13884

  2020-04-03

• Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better

  Sameer Bibikar, Haris Vikalo, Zhangyang Wang, Xiaohan Chen

  6080-6088

  2022-06-28

• SplitFed: When Federated Learning Meets Split Learning

  Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Camtepe, Lichao Sun

  8485-8493

  2022-06-28

• Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling

  Aihua Zhu, Rui Su, Qinglin Zhao, Li Feng, Meng Shen, Shibo He

  13907-13915

  2026-03-14

• Fast Convergence in Learning Two-Layer Neural Networks with Separable Data

  Hossein Taheri, Christos Thrampoulidis

  9944-9952

  2023-06-26

• A Dynamics and Task Decoupled Reinforcement Learning Architecture for High-Efficiency Dynamic Target Intercept

  Dora D. Liu, Liang Hu, Qi Zhang, Tangwei Ye, Usman Naseem, Zhong Yuan Lai

  12049-12057

  2023-06-26

• Accurate Fairness: Improving Individual Fairness without Trading Accuracy

  Xuran Li, Peng Wu, Jing Su

  14312-14320

  2023-06-26

• PanTop: Pandemic Topic Detection and Monitoring System (Student Abstract)

  Yangxiao Bai, Kaiqun Fu

  16158-16159

  2024-07-15

• Framework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense

  Kirill Lukianov, Mikhail Drobyshevskiy, Georgii Sazonov, Mikhail Soloviov, Ilya Makarov

  41634-41636

  2026-03-14

• A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning

  Dongxiao He, Jitao Zhao, Cuiying Huo, Yongqi Huang, Yuxiao Huang, Zhiyong Feng

  12340-12348

  2024-03-24

• Exploring Channel-Aware Typical Features for Out-of-Distribution Detection

  Rundong He, Yue Yuan, Zhongyi Han, Fan Wang, Wan Su, Yilong Yin, Tongliang Liu, Yongshun Gong

  12402-12410

  2024-03-24

• Justification-Based Reliability in Machine Learning

  Nurali Virani, Naresh Iyer, Zhaoyuan Yang

  6078-6085

  2020-04-03

• Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity

  Xovee Xu, Shuojun Lin, Fan Zhou, Jingkuan Song

  1382-1390

  2026-03-14

• Long-Term Safe Reinforcement Learning with Binary Feedback

  Akifumi Wachi, Wataru Hashimoto, Kazumune Hashimoto

  21656-21663

  2024-03-24

• Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph

  Xujian Liang, Zhaoquan Gu

  24558-24566

  2025-04-11

• Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization

  Pedro Orvalho, Mikoláš Janota, Vasco M. Manquinho

  649-657

  2025-04-11

• MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification

  Jimin Park, AHyun Ji, Minji Park, Mohammad Saidur Rahman, Se Eun Oh

  658-666

  2025-04-11

• Bring Your Dreams to Life: Continual Text-to-Video Customization

  Jiahua Dong, Xudong Wang, Wenqi Liang, Zongyan Han, Meng Cao, Duzhen Zhang, Hanbin Zhao, Zhi Han, Salman Khan, Fahad Shahbaz Khan

  3623-3631

  2026-03-14

• GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach

  Chenghu Du, Junyin Wang, Yi Rong, Feng Yu, Shengwu Xiong

  2771-2779

  2025-04-11

• EAC-Net: Efficient and Accurate Convolutional Network for Video Recognition

  Bowei Jin, Zhuo Xu

  11149-11156

  2020-04-03

• Collaborative Learning for 3D Hand-Object Reconstruction and Compositional Action Recognition from Egocentric RGB Videos Using Superquadrics

  Tze Ho Elden Tse, Runyang Feng, Linfang Zheng, Jiho Park, Yixing Gao, Jihie Kim, Ales Leonardis, Hyung Jin Chang

  7437-7445

  2025-04-11

• Fine-grained Adaptive Visual Prompt for Generative Medical Visual Question Answering

  Ting Yu, Zixuan Tong, Jun Yu, Ke Zhang

  9662-9670

  2025-04-11

• Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing

  Mingliang Hou, Xueyi Li, Teng Guo, Zitao Liu, Mi Tian, Renqiang Luo, Weiqi Luo

  14265-14273

  2025-04-11