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• Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations

  Junsong Chen, Jiyuan Liu, Suyuan Liu, Wei Zhang, Ao Li, En Zhu, Xinwang Liu

  20154-20162

  2026-03-14

• FIRM-MoE:Fine-GrainedExpert Decomposition for Resource-Adaptive MoE Inference

  Keyu Chen, Qihang Zhou, Bin Qian, Zhenyu Wen, Wenchao Meng, Shibo He

  20190-20198

  2026-03-14

• Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search

  Beirong Cui, Qilong Feng, Junyu Huang

  20650-20657

  2026-03-14

• Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer

  Gaole Dai, Huatao Xu, Yifan Yang, Rui Tan, Mo Li

  20667-20675

  2026-03-14

• SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting

  Hang Ding, Xue Wang, Tian Zhou, Tao Yao

  20781-20789

  2026-03-14

• Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs

  Xuan Ding, Rui Sun, Yunjian Zhang, Xiu Yan, Yueqi Zhou, Kaihao Huang, Suzhong Fu, Angelica I Aviles-Rivero, Chuanlong Xie, Yao Zhu

  20826-20834

  2026-03-14

• MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm

  Xiao Fan, Jingyan Jiang, Zhaoru Chen, Fanding Huang, Xiao Chen, Qinting Jiang, Bowen Zhang, Xing Tang, Zhi Wang

  21011-21019

  2026-03-14

• CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models

  Shengbo Gao, Jinyang Guo, Lixian Su, Yifu Ding, Shiqiao Gu, Aishan Liu, Yuqing Ma, Zhiwang Zhang, Xianglong Liu

  21198-21206

  2026-03-14

• Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting

  Xiangxiang Gao, Weisheng Xie, Lixin , Xuwei Fang, Chen Hang, Changqun Li, Yuhan Lin, Xiaolong Xu

  21216-21224

  2026-03-14

• rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality

  Lingbing Guo, Zhuo Chen, Yichi Zhang, Wenbin Guo, Haonan Yang, Zhao Li, Zirui Chen, Xin Wang

  21459-21467

  2026-03-14

• Fast Conformal Prediction Using Conditional Interquantile Intervals

  Naixin Guo, Rui Luo, Zhixin Zhou

  21468-21476

  2026-03-14

• AV-Edit: Multimodal Generative Sound Effect Editing via Audio-Visual Semantic Joint Control

  Xinyue Guo, Xiaoran Yang, Lipan Zhang, Jianxuan Yang, Zhao Wang, Jian Luan

  21504-21512

  2026-03-14

• Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval

  Tianle Hu, Weijun Lv, Na Han, Xiaozhao Fang, Jie Wen, Jiaxing Li, Guoxu Zhou

  21867-21875

  2026-03-14

• Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models

  Wentao Hu, Mingkuan Zhao, Shuangyong Song, Xiaoyan Zhu, Xin Lai, Jiayin Wang

  21885-21893

  2026-03-14

• BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling

  Hengguan Huang, Xing Shen, Guang-Yuan Hao, Songtao Wang, Lingfa Meng, Dianbo Liu, David Alejandro Duchene, Hao Wang, Samir Bhatt

  21939-21947

  2026-03-14

• Optimized Algorithms for Text Clustering with LLM-Generated Constraints

  Chaoqi Jia, Weihong Wu, Longkun Guo, Zhigang Lu, Chao Chen, Kok-Leong Ong

  22229-22237

  2026-03-14

• Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models

  Yifan Jia, Yuntao Du, Kailin Jiang, Yuyang Liang, Qihan Ren, Yi Xin, Rui Yang, Fenze Feng, MingCai Chen, Hengyang Lu, Haozhe Wang, Xiaoye Qu, Qian Li, Dongrui Liu

  22283-22291

  2026-03-14

• SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing

  Zewen Jin, Shen Fu, Chengjie Tang, Youhui Bai, Shengnan Wang, Jiaan Zhu, Chizheng Fang, Ping Gong, Cheng Li

  22444-22453

  2026-03-14

• Step-by-step Layered Design Generation

  Faizan Farooq Khan, Joseph K J, Koustava Goswami, Mohamed Elhoseiny, Balaji Vasan Srinivasan

  22554-22562

  2026-03-14

• Cliqueformer: Model-Based Optimization with Structured Transformers

  Jakub Grudzien Kuba, Pieter Abbeel, Sergey Levine

  22679-22687

  2026-03-14

• Fairness Aware Reinforcement Learning via Proximal Policy Optimization

  Gabriele La Malfa, Jie M. Zhang, Michael Luck, Elizabeth Black

  22725-22733

  2026-03-14

• Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments

  Gyuejeong Lee, Daeyoung Choi

  22787-22795

  2026-03-14

• From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning

  Meiju Li, Ruixiang Sun, Xin Li, Mingzhong Wang

  23003-23011

  2026-03-14

• Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction

  Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

  23087-23095

  2026-03-14

• ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference

  Zhenpeng Li, Jinshuo Liu, Xinyan Wang, Lina Wang, Jeff Z. Pan

  23328-23336

  2026-03-14