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• When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models

  Wei Cai, Shujuan Liu, Jian Zhao, Ziyan Shi, Yusheng Zhao, Yuchen Yuan, Tianle Zhang, Chi Zhang, Xuelong Li

  35322-35330

  2026-03-14

• Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract)

  Srikar Reddy Gadusu, Yiğit Küçük, Vania Santillana, Aaron King, Hande Küçük McGinty

  29371-29373

  2025-04-11

• Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization

  Jianing Wang, Yang Zhou, Xiaocheng Zhang, Mengjiao Bao, Peng Yan

  25362-25370

  2025-04-11

• Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics

  Sean Welleck, Peter West, Jize Cao, Yejin Choi

  8629-8637

  2022-06-28

• PAT: Pruning-Aware Tuning for Large Language Models

  Yijiang Liu, Huanrui Yang, Youxin Chen, Rongyu Zhang, Miao Wang, Yuan Du, Li Du

  24686-24695

  2025-04-11

• Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation

  Nicholas Egan, Oleg Vasilyev, John Bohannon

  10599-10607

  2022-06-28

• UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models

  Xiaoxi Li, Yujia Zhou, Zhicheng Dou

  8688-8696

  2024-03-24

• QADiver: Interactive Framework for Diagnosing QA Models

  Gyeongbok Lee, Sungdong Kim, Seung-won Hwang

  9861-9862

  2019-07-17

• Deep Fusing Pre-trained Models into Neural Machine Translation

  Rongxiang Weng, Heng Yu, Weihua Luo, Min Zhang

  11468-11476

  2022-06-28

• Leashing the Inner Demons: Self-Detoxification for Language Models

  Canwen Xu, Zexue He, Zhankui He, Julian McAuley

  11530-11537

  2022-06-28

• 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

• Pantypes: Diverse Representatives for Self-Explainable Models

  Rune Kjærsgaard, Ahcène Boubekki, Line Clemmensen

  13230-13237

  2024-03-24

• SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

  Hongjian Liu, Qingsong Xie, Tianxiang Ye, Zhijie Deng, Chen Chen, Shixiang Tang, Xueyang Fu, Haonan Lu, Zheng-Jun Zha

  5451-5459

  2025-04-11

• GUIDER: Uncertainty Guided Dynamic Re-ranking for Large Language Models Based Recommender Systems

  Cai Xu, Xujing Wang, Ziyu Guan, Wei Zhao, Meng Yan

  16049-16057

  2026-03-14

• Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold

  Shengxi Li, Zeyang Yu, Min Xiang, Danilo Mandic

  4658-4666

  2020-04-03

• Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

  Jean Park, Kuk Jin Jang, Basam Alasaly, Sriharsha Mopidevi, Andrew Zolensky, Eric Eaton, Insup Lee, Kevin Johnson

  19821-19829

  2025-04-11

• Fine-grained Uncertainty Decomposition in Large Language Models: A Spectral Approach

  Nassim Walha, Sebastian G. Gruber, Thomas Decker, Yinchong Yang, Alireza Javanmardi, Eyke Hüllermeier, Florian Buettner

  26090-26098

  2026-03-14

• HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning

  Qihao Yang, Xuelin Wang, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao

  39522-39530

  2026-03-14

• EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks

  Xiao Yang, Xuejiao Zhao, Zhiqi Shen

  34340-34348

  2026-03-14

• Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models

  Lei Tang, Jinghui Qin, Wenxuan Ye, Hao Tan, Zhijing Yang

  25255-25263

  2025-04-11

• NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models

  Tuc Van Nguyen, James Michels, Hua Shen, Thai Le

  24939-24947

  2025-04-11

• VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

  Yabo Zhang, Yuxiang Wei, Xianhui Lin, Zheng Hui, Peiran Ren, Xuansong Xie, Wangmeng Zuo

  10266-10274

  2025-04-11

• Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models

  Andreas Bunte, Benno Stein, Oliver Niggemann

  2727-2735

  2019-07-17

• Accurate Estimation of Feature Importance Faithfulness for Tree Models

  Mateusz Gajewski, Adam Karczmarz, Mateusz Rapicki, Piotr Sankowski

  16691-16698

  2025-04-11

• Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator

  Weixun Wan, Xinyang Jiang, Zilong Wang, Bei Li, Cairong Zhao

  9639-9647

  2026-03-14