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• DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing

  Conglong Li, Zhewei Yao, Xiaoxia Wu, Minjia Zhang, Connor Holmes, Cheng Li, Yuxiong He

  18490-18498

  2024-03-24

• Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities

  Yusuke Tanaka, Tomoharu Iwata, Toshiyuki Tanaka, Takeshi Kurashima, Maya Okawa, Hiroyuki Toda

  5091-5099

  2019-07-17

• Learning to Augment for Data-scarce Domain BERT Knowledge Distillation

  Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen

  7422-7430

  2021-05-18

• Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation

  Yujing Liu, Zongqian Wu, Zhengyu Lu, Ci Nie, Guoqiu Wen, Yonghua Zhu, Xiaofeng Zhu

  19033-19040

  2025-04-11

• Data-Driven Discovery of Design Specifications (Student Abstract)

  Angela Chen, Nicholas Gisolfi, Artur Dubrawski

  23449-23450

  2024-03-24

• FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning

  Bowen Cao, Qichen Ye, Weiyuan Xu, Yuexian Zou

  6888-6896

  2023-06-26

• Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding

  Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying

  2017-02-10

• Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation

  Jicong Fan

  6587-6596

  2022-06-28

• Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update

  Zikun Zhou, Wen Huang, Xingyi Wang, Zhishuo Zhang, Zhun Zhang, Jian Peng, Feihu Huang

  23045-23053

  2025-04-11

• Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data

  Junjie Liang, Weijieying Ren, Hanifi Sahar, Vasant Honavar

  13736-13743

  2024-03-24

• Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction

  Xinlong Zhai, Chunchen Wang, Ruijia Wang, Jiazheng Kang, Shujie Li, Boyu Chen, Tengfei Ma, Zikai Zhou, Cheng Yang, Chuan Shi

  22336-22344

  2025-04-11

• Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off

  Song Lai, Zhe Zhao, Fei Zhu, Xi Lin, Qingfu Zhang, Gaofeng Meng

  18008-18016

  2025-04-11

• Covariance Scattering Transforms

  Andrea Cavallo, Ayushman Raghuvanshi, Sundeep Prabhakar Chepuri, Elvin Isufi

  19925-19933

  2026-03-14

• An Information-Flow Perspective on Algorithmic Fairness

  Samuel Teuber, Bernhard Beckert

  15337-15345

  2024-03-24

• Rethinking Progression of Memory State in Robotic Manipulation: An Object-Centric Perspective

  Nhat Chung, Taisei Hanyu, Toan Nguyen, Huy Le, Frederick Bumgarner, Duy Minh Ho Nguyen, Khoa Vo, Kashu Yamazaki, Chase Rainwater, Tung Kieu, Anh Nguyen, Ngan Le

  3407-3415

  2026-03-14

• Liquid Democracy: An Algorithmic Perspective

  Anson Kahng, Simon Mackenzie, Ariel Procaccia

  2018-04-25

• Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective

  Kaifang Long, Guoyang Xie, Lianbo Ma, Jiaqi Liu, Zhichao Lu

  12273-12281

  2025-04-11

• Editing Boolean Classifiers: A Belief Change Perspective

  Nicolas Schwind, Katsumi Inoue, Pierre Marquis

  6516-6524

  2023-06-26

• Reasoning with Exploration: An Entropy Perspective

  Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Xin Zhao, Zhenliang Zhang, Furu Wei

  30377-30385

  2026-03-14

• Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation

  Shangding Gu, Bilgehan Sel, Yuhao Ding, Lu Wang, Qingwei Lin, Ming Jin, Alois Knoll

  21099-21106

  2024-03-24

• The (Exact) Price of Cardinality for Indivisible Goods: A Parametric Perspective

  Alexander Lam, Bo Li, Ankang Sun

  13985-13992

  2025-04-11

• Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective

  Xinmiao Yu, Xiaocheng Feng, Yun Li, Minghui Liao, Ya-Qi Yu, Xiachong Feng, Weihong Zhong, Ruihan Chen, Mengkang Hu, Jihao Wu, Duyu Tang, Dandan Tu, Bing Qin

  9680-9688

  2025-04-11

• Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes

  Quang Truong, Peter Chin

  15382-15391

  2024-03-24

• Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks

  Yihan Wu, Aleksandar Bojchevski, Heng Huang

  10417-10425

  2023-06-26

• Federated Graph Condensation with Information Bottleneck Principles

  Bo Yan, Sihao He, Cheng Yang, Shang Liu, Yang Cao, Chuan Shi

  12990-12998

  2025-04-11