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• Unraveling the Influence of Training Data and Internal Structures in Large Language Models for Enhanced Explainability (Student Abstract)

  Lingfang Li, Procheta Sen

  29407-29409

  2025-04-11

• A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models

  Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang

  3389-3396

  2020-04-03

• Training Complex Models with Multi-Task Weak Supervision

  Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré

  4763-4771

  2019-07-17

• Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models

  Haodong Li, Lianyong Qi, Weiming Liu, Fan Wang, Chong Li, Shengye Pang, Wenwen Gong, Yanwei Xu, Xiaoxiao Chi, Yang Zhang, Xiaokang Zhou

  15099-15107

  2026-03-14

• Object-Centric World Models for Causality-Aware Reinforcement Learning

  Yosuke Nishimoto, Takashi Matsubara

  24585-24593

  2026-03-14

• Generating Adversarial Examples for Holding Robustness of Source Code Processing Models

  Huangzhao Zhang, Zhuo Li, Ge Li, Lei Ma, Yang Liu, Zhi Jin

  1169-1176

  2020-04-03

• Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models

  Jinman Zhao, Erxue Min, Hui Wu, Ziheng Li, Zexu Sun, Hengyi Cai, Shuaiqiang Wang, Xu Chen, Gerald Penn

  34941-34949

  2026-03-14

• Obtaining Calibrated Probabilities with Personalized Ranking Models

  Wonbin Kweon, SeongKu Kang, Hwanjo Yu

  4083-4091

  2022-06-28

• Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off

  Yu-An Liu, Ruqing Zhang, Mingkun Zhang, Wei Chen, Maarten de Rijke, Jiafeng Guo, Xueqi Cheng

  8832-8840

  2024-03-24

• Control Illusion: The Failure of Instruction Hierarchies in Large Language Models

  Yilin Geng, Haonan Li, Honglin Mu, Xudong Han, Timothy Baldwin, Omri Abend, Eduard Hovy, Lea Frermann

  30816-30824

  2026-03-14

• MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks

  Jianrong Lu, Junwei Liu, Xingyun Zheng, Minghui Yang, Jian Wang, Ping Wang, Yechao Zhang

  38971-38978

  2026-03-14

• Choices Are Not Independent: Stackelberg Security Games with Nested Quantal Response Models

  Tien Mai, Arunesh Sinha

  5141-5149

  2022-06-28

• VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval

  Peng Wu, Wanshun Su, Xiangteng He, Peng Wang, Yanning Zhang

  8423-8431

  2025-04-11

• ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO

  Daechul Ahn, Yura Choi, San Kim, Youngjae Yu, Dongyeop Kang, Jonghyun Choi

  1728-1736

  2025-04-11

• Latent Relation Language Models

  Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig

  7911-7918

  2020-04-03

• Pre-Trained Video Generative Models as World Simulators

  Haoran He, Yang Zhang, Liang Lin, Zhongwen Xu, Ling Pan

  4645-4653

  2026-03-14

• Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models

  Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Maguitman, Evangelos Milios, Axel J. Soto

  11192-11199

  2022-06-28

• MINIMAL: Mining Models for Universal Adversarial Triggers

  Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah

  11330-11339

  2022-06-28

• Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning

  Bing Tian, Yixin Cao, Yong Zhang, Chunxiao Xing

  11376-11384

  2022-06-28

• DIFFA: Large Language Diffusion Models Can Listen and Understand

  Jiaming Zhou, Hongjie Chen, Shiwan Zhao, Jian Kang, Jie Li, Enzhi Wang, Yujie Guo, Haoqin Sun, Hui Wang, Aobo Kong, Yong Qin, Xuelong Li

  35112-35120

  2026-03-14

• Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models

  Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan

  3797-3805

  2025-04-11

• Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models

  Abigail Swenor

  13142-13143

  2022-06-28

• Reducing the Scope of Language Models

  David Yunis, Siyu Huo, Chulaka Gunasekara, Danish Contractor

  34548-34556

  2026-03-14

• MIDMs: Matching Interleaved Diffusion Models for Exemplar-Based Image Translation

  Junyoung Seo, Gyuseong Lee, Seokju Cho, Jiyoung Lee, Seungryong Kim

  2191-2199

  2023-06-26

• Fair Generative Models via Transfer Learning

  Christopher T.H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung

  2429-2437

  2023-06-26