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• Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance

  Julia Santaniello, Matthew Russell, Benson Jiang, Donatello Sassaroli, Robert Jacob, Jivko Sinapov

  17670-17678

  2026-03-14

• State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation

  Weining Weng, Yang Gu, Yuan Ma, Yuchen Liu, Yingwei Zhang, Yiqiang Chen

  17850-17858

  2026-03-14

• ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction

  Yan Yu, Yilun Liu, Minggui He, Shimin Tao, Weibin Meng, Xinhua Yang, Li Zhang, Hongxia Ma, Dengye Li, Daimeng Wei, Boxing Chen, Fuliang Li

  17975-17983

  2026-03-14

• PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection Under Challenging Conditions

  Luoping Cui, Hanqing Liu, Mingjie Liu, Endian Lin, Donghong Jiang, Yuhao Wang, Chuang Zhu

  18207-18215

  2026-03-14

• PCoKG: Personality-aware Commonsense Reasoning with Debate

  Weijie Li, Zhongqing Wang, Guodong Zhou

  19251-19258

  2026-03-14

• A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation

  Jingyuan Tian, Xiaofei Zhou

  19398-19405

  2026-03-14

• WIET: Harmonizing Group-aware Model Weighting and Worker Allocation for Ensemble Temporal Prediction MaaS

  Binbin Feng, Shikun He, Yingxin Wang, Pengwei Wang, Xiang Gao, Zhijun Ding

  21074-21082

  2026-03-14

• FLRQ: Faster LLM Quantization with Flexible Low-Rank Matrix Sketching

  Hongyaoxing Gu, Lijuan Hu, Shuzi Niu, Fangfang Liu

  21369-21377

  2026-03-14

• Scaling-up Perceptual Video Quality Assessment

  Ziheng Jia, Zicheng Zhang, Xiaorong Zhu, Chunyi Li, Jinliang Han, Xiaohong Liu, Guangtao Zhai, Xiongkuo Min

  22292-22300

  2026-03-14

• GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding

  Shengkai Jin, Tianyu Chen, Chonghan Gao, Jun Han

  22426-22434

  2026-03-14

• Learning Fair Representations with Kolmogorov-Arnold Networks

  Amisha Priyadarshini, Sergio Gago-Masague

  24864-24872

  2026-03-14

• HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses Through Reasoning MLLMs

  Zheng Qin, Ruobing Zheng, Yabing Wang, Tianqi Li, Yi Yuan, Jingdong Chen, Le Wang

  24973-24981

  2026-03-14

• Conformal Constrained Policy Optimization for Cost-Effective LLM Agents

  Wenwen Si, Sooyong Jang, Insup Lee, Osbert Bastani

  25446-25453

  2026-03-14

• Formal Abductive Latent Explanations for Prototype-Based Networks

  Jules Soria, Zakaria Chihani, Julien Girard-Satabin, Alban Grastien, Romain Xu-Darme, Daniela Cancila

  25590-25598

  2026-03-14

• Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks

  Peng Tan, Feifan Yang, Zhi-Hao Tan, Zhi-Hua Zhou

  25778-25786

  2026-03-14

• SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning

  Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu

  25878-25886

  2026-03-14

• Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance

  Bryan E. Tuck, Rakesh M. Verma

  26019-26027

  2026-03-14

• AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers

  Boxun Xu, Yu Wang, Zihu Wang, Peng Li

  27206-27214

  2026-03-14

• MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains

  Leyan Xue, Changqing Zhang, Kecheng Xue, Xiaohong Liu, Guangyu Wang, Zongbo Han

  27450-27458

  2026-03-14

• Class-Aware Active Annotation in Federated Semi-Supervised Learning for Medical Image Classification

  Meiting Xue, Miaoqi Li, Yukun Shi, Yan Zeng, Jilin Zhang, Jing Ma

  27459-27467

  2026-03-14

• ProBench: Benchmarking GUI Agents with Accurate Process Information

  Leyang Yang, Ziwei Wang, Xiaoxuan Tang, Sheng Zhou, Dajun Chen, Wei Jiang, Yong Li

  27547-27555

  2026-03-14

• Beyond Sharpness: The Role of Nonuniformity in Generalization

  Yingcong Zhou, Pingfan Wu, Li Wang, Zhiguo Fu, Fengqin Yang

  29053-29061

  2026-03-14

• Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations

  Jinwei Chi, Ke Wang, Yu Chen, Xuanye Lin, Qiang Xu

  30395-30403

  2026-03-14

• CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection

  Shuangyan Deng, Zhongsheng Wang, Rui Mao, Ciprian Doru Giurcăneanu, Jiamou Liu

  30494-30502

  2026-03-14

• Scaling Towards the Information Boundary of Instructions through Data Synthesizing

  Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan

  30566-30574

  2026-03-14