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• Multi-Task Test-time Adaptation via Gradient Consensus and Plasticity Constraint

  Zhong Ye, Yu Hu, Zhenguo Yang

  27836-27843

  2026-03-14

• ConSurv: Multimodal Continual Learning for Survival Analysis

  Dianzhi Yu, Conghao Xiong, Yankai Chen, Wenqian Cui, Xinni Zhang, Yifei Zhang, Hao Chen, Joseph J. Y. Sung, Irwin King

  27899-27907

  2026-03-14

• Error Slice Discovery via Manifold Compactness

  Han Yu, Hao Zou, Jiashuo Liu, Renzhe Xu, Yue He, Xingxuan Zhang, Peng Cui

  27925-27933

  2026-03-14

• QuMAB: Query-based Multi-annotator Behavior Pattern Learning

  Liyun Zhang, Zheng Lian, Hong Liu, Takanori Takebe, Shozo Nishii, Yuta Nakashima

  28319-28327

  2026-03-14

• Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning

  Ying Zhang, Xingyue Guo, Yu Zhao, Xuhui Sui, Baohang Zhou, Xinying Qian, Xiaojie Yuan

  28474-28482

  2026-03-14

• Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits?

  Yizhe Zhang

  28492-28500

  2026-03-14

• Distribution Shift Is Key to Learning Invariant Prediction

  Hong Zheng, Fei Teng

  28812-28820

  2026-03-14

• BiHiTo: Biomolecular Hierarchy-inspired Tokenization

  Ruochong Zheng, Yutian Liu, Yian Zhao, Zhiwei Nie, Xuehan Hou, Chang Liu, Siwei Ma, Youdong Mao, Jie Chen

  28848-28856

  2026-03-14

• Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models

  Sanchit Sinha, Guangzhi Xiong, Zhenghao He, Aidong Zhang

  29678-29686

  2026-03-14

• LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning

  Liutao , Xutao Mao, Dixuan Zhang, Yifan Li, LiuHaixin , KongLulu , Jiaming Hou, Rui Li, YunLong Li, Aoze Zheng, Zhiqiang Zhang, Luo Zhewei, Hongying Zan, Kunli Zhang, Min Peng

  29958-29966

  2026-03-14

• Does Question Really Matter? The Attribution of Answer Bias in LLM Evaluation

  Boxi Cao, Ruotong Pan, Hongyu Lin, Xianpei Han, Le Sun

  30130-30138

  2026-03-14

• AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models

  Haokun Chen, Jianing Li, Yao Zhang, Jinhe Bi, Yan Xia, Jindong Gu, Volker Tresp

  30218-30225

  2026-03-14

• AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification

  Dinh-Truong Do, Nguyen-Khang Le, Le-Minh Nguyen

  30530-30538

  2026-03-14

• Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards

  Linghan Fang, Tianxin Xie, Li Liu

  30673-30681

  2026-03-14

• MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration

  Hao Lu, Yanchi Gu, Haoyuan Huang, Yulin Zhou, Ningxin Zhu, Chen Li

  32320-32328

  2026-03-14

• FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations

  Yixing Peng, Licheng Zhang, Shancheng Fang, Yi Liu, Peijian Gu, Quan Wang

  32692-32700

  2026-03-14

• Are We on the Right Way to Assess Document Retrieval-Augmented Generation?

  Wenxuan Shen, Mingjia Wang, Yaochen Wang, Dongping Chen, Junjie Yang, Yao Wan, Weiwei Lin

  32929-32937

  2026-03-14

• Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty

  Zeyu Shi, Ziming Wang, Tianyu Chen, Shiqi Gao, Haoyi Zhou, Qingyun Sun, Jianxin Li

  32983-32991

  2026-03-14

• Rethinking Flow and Diffusion Bridge Models for Speech Enhancement

  Dahan Wang, Jun Gao, Tong Lei, Yuxiang Hu, Changbao Zhu, Kai Chen, Jing Lu

  33431-33439

  2026-03-14

• SDEval: Safety Dynamic Evaluation for Multimodal Large Language Models

  Hanqing Wang, Yuan Tian, Mingyu Liu, Zhenhao Zhang, Xiangyang Zhu

  33449-33457

  2026-03-14

• OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework

  Wenjie Wang, Yufeng Jiang, Ge Sun, Chenghang Dong, Zheng Jun, Li Mengjie, Lixin Chen, Huan Wang, Haoyu Wang, Bin Chen

  33657-33665

  2026-03-14

• ReCode: Updating Code API Knowledge with Reinforcement Learning

  Haoze Wu, Yunzhi Yao, Wenhao Yu, Ningyu Zhang

  33908-33916

  2026-03-14

• Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs

  Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang

  33971-33979

  2026-03-14

• DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling

  Ziyang Xiao, Yuan Jessica Wang, Xiongwei Han, Shisi Guan, Jingyan Zhu, Jingrong Xie, Lilin Xu, Han Wu, Wing Yin Yu, Zehua Liu, Xiaojin Fu, Gang Chen, Dongxiang Zhang

  34052-34060

  2026-03-14

• AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models

  Lian Yan, Haotian Wang, Chen Tang, Haifeng Liu, Tianyang Sun, Liangliang Liu, Yi Guan, Jingchi Jiang

  34205-34213

  2026-03-14