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• Multipartite Entity Resolution: Motivating a K-Tuple Perspective (Student Abstract)

  Adin Aberbach, Mayank Kejriwal, Ke Shen

  23434-23435

  2024-03-24

• Benchmarking LLMs for Political Science: A United Nations Perspective

  Yueqing Liang, Liangwei Yang, Chen Wang, Congying Xia, Rui Meng, Xiongxiao Xu, Haoran Wang, Ali Payani, Kai Shu

  738-745

  2026-03-14

• FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning

  Jialuo He, Wei Chen, Xiaojin Zhang

  17085-17093

  2025-04-11

• Rethinking Video-Language Model from the Language Input Perspective

  Xiang Fang, Wanlong Fang, Changshuo Wang, Xiaoye Qu, Daizong Liu

  3885-3893

  2026-03-14

• Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization

  Craig Boutilier, Martin Mladenov, Guy Tennenholtz

  22575-22583

  2024-03-24

• Fairness in Repeated Matching: A Maximin Perspective

  Eugene Lim, Tzeh Yuan Neoh, Nicholas Teh

  17111-17119

  2026-03-14

• Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems

  Saku Sugawara, Hikaru Yokono, Akiko Aizawa

  2017-02-12

• How Foundational Skills Influence VLM-based Embodied Agents: A Native Perspective

  Bo Peng, Pi Bu, Keyu Pan, Xinrun Xu, Yingxiu Zhao, Miao Chen, Yang Du, Lin Li, Jun Song, Tong Xu

  8322-8330

  2026-03-14

• The St. Petersburg Paradox: A Fresh Algorithmic Perspective

  Ardavan S. Nobandegani, Thomas R. Shultz

  13689-13692

  2020-04-03

• Frequency Mining Empowered by Text Aggregation: A New Perspective on Document Image Tampering Detection

  Ziqi Yi, Guitao Xu, Shihang Wu, Peirong Zhang, Lianwen Jin

  1471-1479

  2026-03-14

• Perspective from a Broader Context: Can Room Style Knowledge Help Visual Floorplan Localization?

  Bolei Chen, Shengsheng Yan, Yongzheng Cui, Jiaxu Kang, Ping Zhong, Jianxin Wang

  2787-2795

  2026-03-14

• Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective

  Zeyu Wang, Jiayu Wang, Haiyu Song

  10376-10384

  2026-03-14

• Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective

  Tianqi Jiang, Liu Yang, Xi-Le Zhao, Zixuan Qin, Qinghua Hu

  5432-5440

  2026-03-14

• Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective

  Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

  634-642

  2021-05-18

• Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective

  Maxime Meyer

  41066-41067

  2026-03-14

• Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective

  Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang

  2016-02-21

• Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective

  Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang

  28907-28913

  2025-04-11

• Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs

  Chun-Hsiao Yeh, Chenyu Wang, Shengbang Tong, Ta-Ying Cheng, Ruoyu Wang, Tianzhe Chu, Yuexiang Zhai, Yubei Chen, Shenghua Gao, Yi Ma

  12000-12008

  2026-03-14

• An Epistemic Perspective on Agent Awareness

  Pavel Naumov, Alexandra Pavlova

  35724-35732

  2026-03-14

• Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency

  Hanyu Zhao, Li Du, Yiming Ju, Chengwei Wu, Tengfei Pan

  26031-26038

  2025-04-11

• Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective

  Jiaxiang Tang, Xiaokang Chen, Jingbo Wang, Gang Zeng

  2352-2360

  2022-06-28

• Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective

  Deyang Kong, Qi Guo, Xiangyu Xi, Wei Wang, Jingang Wang, Xunliang Cai, Shikun Zhang, Wei Ye

  31438-31446

  2026-03-14

• Abstract Preference Frameworks — a Unifying Perspective on Separability and Strong Equivalence

  Wolfgang Faber, Mirosław Truszczyński, Stefan Woltran

  297-303

  2013-06-30

• Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction

  Quan Zhang, Yuxin Qi, Xi Tang, Rui Yuan, Xi Lin, Ke Zhang, Chun Yuan

  10085-10093

  2025-04-11

• A Differential Perspective on Distributional Reinforcement Learning

  Juan Sebastian Rojas, Chi-Guhn Lee

  25160-25167

  2026-03-14