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• Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning

  Mushui Liu, Fangtai Wu, Bozheng Li, Ziqian Lu, Yunlong Yu, Xi Li

  18906-18914

  2025-04-11

• Adaptive-Grained Label Distribution Learning

  Yunan Lu, Weiwei Li, Dun Liu, Huaxiong Li, Xiuyi Jia

  19161-19169

  2025-04-11

• SIAM: Towards Generalizable Articulated Object Modeling via Single Robot-Object Interaction

  Yuyan Liu, Li Zhang, Di Wu, Yan Zhang, Anran Huang, Zhi Wang, Liu Liu, Dan Guo

  18478-18486

  2026-03-14

• Treasures in Discarded Weights for LLM Quantization

  Hao Yu, Yang Zhou, Bohua Chen, Zelan Yang, Shen Li, Yong Li, Jianxin Wu

  22218-22226

  2025-04-11

• AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation

  Zhidong Yu, Xiaoman Liu, Jiajun Hu, Zhenbo Shi, Wei Yang

  22245-22253

  2025-04-11

• ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models

  Chao Zeng, Songwei Liu, Yusheng Xie, Hong Liu, Xiaojian Wang, Miao Wei, Shu Yang, Fangmin Chen, Xing Mei

  22299-22307

  2025-04-11

• Learning Robust and Privacy-Preserving Representations via Information Theory

  Binghui Zhang, Sayedeh Leila Noorbakhsh, Yun Dong, Yuan Hong, Binghui Wang

  22363-22371

  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

• EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation

  Wenjie Zhang, Jun Yin, Long Ma, Peng Yu, Xiaoheng Jiang, Zhen Tian, Mingliang Xu

  22578-22586

  2025-04-11

• Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise

  Rishabh Agrawal

  41026-41027

  2026-03-14

• Multi-View Empowered Structural Graph Wordification for Language Models

  Zipeng Liu, Likang Wu, Ming He, Zhong Guan, Hongke Zhao, Nan Feng

  24714-24722

  2025-04-11

• Controlling Equational Reasoning in Large Language Models with Prompt Interventions

  Jordan Meadows, Marco Valentino, André Freitas

  24858-24866

  2025-04-11

• Biomedical Image Segmentation via Representative Annotation

  Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

  5901-5908

  2019-07-17

• HOSIG: Full-Body Human-Object-Scene Interaction Generation with Hierarchical Scene Perception

  Wei Yao, Yunlian Sun, Hongwen Zhang, Yebin Liu, Jinhui Tang

  11901-11909

  2026-03-14

• Resource Constrained Pathfinding with Enhanced Bidirectional A* Search

  Saman Ahmadi, Andrea Raith, Guido Tack, Mahdi Jalili

  26878-26885

  2025-04-11

• Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks

  Arnaud Deza, Elias B. Khalil, Zhenan Fan, Zirui Zhou, Yong Zhang

  26947-26954

  2025-04-11

• Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights

  Ian Davidson, S. S. Ravi

  27242-27249

  2025-04-11

• LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets

  Duanyu Feng, Bowen Qin, Chen Huang, Youcheng Huang, Zheng Zhang, Wenqiang Lei

  27277-27285

  2025-04-11

• SMLE: Safe Machine Learning via Embedded Overapproximation

  Matteo Francobaldi, Michele Lombardi

  27286-27294

  2025-04-11

• Not All Inconsistency Is Equal: Decomposing LVLM Uncertainty into Belief Divergence and Belief Conflict

  Jie Shi, Xiaodong Yue, Wei Liu, Yufei Chen, Feifan Dong

  25339-25347

  2026-03-14

• Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models

  Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu

  28955-28963

  2025-04-11

• Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis

  Yuxin Lin, Haoran Li, Haoyu Cao, Yongting Hu, Qihao Xu, Chengliang Liu, Xiaoling Luo, Zhihao Wu, Yong Xu, Wei Wang

  7006-7014

  2026-03-14

• Neural Cognitive Diagnosis for Intelligent Education Systems

  Fei Wang, Qi Liu, Enhong Chen, Zhenya Huang, Yuying Chen, Yu Yin, Zai Huang, Shijin Wang

  6153-6161

  2020-04-03

• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

  Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

  21090-21098

  2025-04-11

• Set-Valued Sensitivity Analysis of Deep Neural Networks

  Xin Wang, Feilong Wang, Xuegang (Jeff) Ban

  21304-21311

  2025-04-11