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• On Corruption-Robustness in Performative Reinforcement Learning

  Vasilis Pollatos, Debmalya Mandal, Goran Radanovic

  19939-19947

  2025-04-11

• Offline-to-Online Hyperparameter Transfer for Stochastic Bandits

  Dravyansh Sharma, Arun Suggala

  20362-20370

  2025-04-11

• Label-Free Backdoor Attacks in Vertical Federated Learning

  Wei Shen, Wenke Huang, Guancheng Wan, Mang Ye

  20389-20397

  2025-04-11

• Fast Multi-Instance Partial-Label Learning

  Yin-Fang Yang, Wei Tang, Min-Ling Zhang

  22038-22046

  2025-04-11

• ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression

  Kai Yao, Zhaorui Tan, Tiandi Ye, Lichun Li, Yuan Zhao, Wenyan Liu, Wei Wang, Jianke Zhu

  22074-22082

  2025-04-11

• LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning

  Li Zhang, Chaochao Chen, Zhongxuan Han, Qiyong Zhong, Xiaolin Zheng

  22470-22478

  2025-04-11

• AdaO2B: Adaptive Online to Batch Conversion for Out-of-Distribution Generalization

  Xiao Zhang, Sunhao Dai, Jun Xu, Yong Liu, Zhenhua Dong

  22596-22604

  2025-04-11

• WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting

  Zichi Zhang, Tuan Dung Pham, Yimeng An, Ngoc Phu Doan, Majed Alsharari, Viet-Hung Tran, Anh-Tuan Hoang, Hans Vandierendonck, Son T. Mai

  22741-22749

  2025-04-11

• Attention Bootstrapping for Multi-Modal Test-Time Adaptation

  Yusheng Zhao, Junyu Luo, Xiao Luo, Jinsheng Huang, Jingyang Yuan, Zhiping Xiao, Ming Zhang

  22849-22857

  2025-04-11

• Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation

  Jiaqi Chen, Bingqian Lin, Xinmin Liu, Lin Ma, Xiaodan Liang, Kwan-Yee K. Wong

  23568-23576

  2025-04-11

• Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction

  Xuan Feng, Tianlong Gu, Xiaoli Liu, Liang Chang

  23887-23895

  2025-04-11

• Importance Weighting Can Help Large Language Models Self-Improve

  Chunyang Jiang, Chi-Min Chan, Wei Xue, Qifeng Liu, Yike Guo

  24257-24265

  2025-04-11

• Multi-Reference Preference Optimization for Large Language Models

  Hung Le, Quan Hung Tran, Dung Nguyen, Kien Do, Saloni Mittal, Kelechi Ogueji, Svetha Venkatesh

  24375-24383

  2025-04-11

• Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis

  Qi Lian, Yu Qi, Yueming Wang

  24549-24557

  2025-04-11

• Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval

  Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu

  24759-24767

  2025-04-11

• Controlling Equational Reasoning in Large Language Models with Prompt Interventions

  Jordan Meadows, Marco Valentino, André Freitas

  24858-24866

  2025-04-11

• ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks

  Jiashu Yao, Heyan Huang, Zeming Liu, Haoyu Wen, Wei Su, Boao Qian, Yuhang Guo

  25660-25668

  2025-04-11

• Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning

  Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He

  26157-26165

  2025-04-11

• DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models

  Yanming Liu, Xinyue Peng, Yuwei Zhang, Xiaolan Ke, Songhang Deng, Jiannan Cao, Chen Ma, Mengchen Fu, Xuhong Zhang, Sheng Cheng, Xun Wang, Jianwei Yin, Tianyu Du

  26317-26325

  2025-04-11

• Medical Manifestation-Aware De-Identification

  Yuan Tian, Shuo Wang, Guangtao Zhai

  26363-26372

  2025-04-11

• Counterfactual Identification Under Monotonicity Constraints

  Aurghya Maiti, Drago Plecko, Elias Bareinboim

  26841-26850

  2025-04-11

• PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects

  Hisayoshi Nanmo, Manabu Kuroki

  26851-26858

  2025-04-11

• Scenario-Based Robust Optimization of Tree Structures

  Spyros Angelopoulos, Christoph Dürr, Alex Elenter, Georgii Melidi

  26895-26903

  2025-04-11

• Evaluating Mathematical Reasoning Beyond Accuracy

  Shijie Xia, Xuefeng Li, Yixin Liu, Tongshuang Wu, Pengfei Liu

  27723-27730

  2025-04-11

• Leveraging Computer Vision and Visual LLMs for Cost-Effective and Consistent Street Food Safety Assessment in Kolkata India

  Alexey Chernikov, Klaus Ackermann, Caitlin Brown, Denni Tommasi

  27914-27921

  2025-04-11