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• Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation

  Xiaofeng Zhang, Fanshuo Zeng, Yihao Quan, Zheng Hui, Jiawei Yao

  10203-10211

  2025-04-11

• Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract)

  Liyuan Gao, Huixin Zhan, Austin Chen, Victor S. Sheng

  16214-16215

  2024-07-15

• ProFuser: Progressive Fusion of Large Language Models

  Tianyuan Shi, Fanqi Wan, Canbin Huang, Xiaojun Quan, Chenliang Li, Ming Yan, Ji Zhang, Minhua Huang, Wu Kai

  32956-32964

  2026-03-14

• Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection

  Beizhe Hu, Qiang Sheng, Juan Cao, Yuhui Shi, Yang Li, Danding Wang, Peng Qi

  22105-22113

  2024-03-24

• MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences

  Weitao Wang, Haoran Xu, Yuxiao Yang, Zhifang Liu, Jun Meng, Haoqian Wang

  7898-7906

  2025-04-11

• Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation

  Tianyi Zheng, Jiayang Gao, Peng-Tao Jiang, Fengxiang Yang, Ben Wan, Hao Zhang, Jinwei Chen, Jia Wang, Bo Li

  28866-28874

  2026-03-14

• 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

• AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models

  Sayantan Adak, Pratyush Chatterjee, Somnath Banerjee, Rima Hazra, Somak Aditya, Animesh Mukherjee

  37204-37212

  2026-03-14

• 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

• SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models

  Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng Chau

  16094-16096

  2021-05-18

• Reducing the Scope of Language Models

  David Yunis, Siyu Huo, Chulaka Gunasekara, Danish Contractor

  34548-34556

  2026-03-14

• Multi-Task Driven Feature Models for Thermal Infrared Tracking

  Qiao Liu, Xin Li, Zhenyu He, Nana Fan, Di Yuan, Wei Liu, Yongsheng Liang

  11604-11611

  2020-04-03

• Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint

  Bertille Tierny, Arthur Charpentier, Francois Hu

  25932-25939

  2026-03-14

• Latent Relation Language Models

  Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig

  7911-7918

  2020-04-03

• Obtaining Calibrated Probabilities with Personalized Ranking Models

  Wonbin Kweon, SeongKu Kang, Hwanjo Yu

  4083-4091

  2022-06-28

• U-trustworthy Models. Reliability, Competence, and Confidence in Decision-Making

  Ritwik Vashistha, Arya Farahi

  19956-19964

  2024-03-24

• Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models

  Xiao-Wen Yang, Xuan-Yi Zhu, Ding-Chu Zhang, Wen-Da Wei, Jie-Jing Shao, Zhi Zhou, Lan-Zhe Guo, Yu-Feng Li

  27657-27665

  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

• The Other Mind: How Language Models Exhibit Human Temporal Cognition

  Lingyu Li, Yang Yao, Yixu Wang, Chunbo Li, Yan Teng, Yingchun Wang

  35598-35607

  2026-03-14

• Toward More Generalized Malicious URL Detection Models

  Yun-Da Tsai, Cayon Liow, Yin Sheng Siang, Shou-De Lin

  21628-21636

  2024-03-24

• Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models

  Abigail Swenor

  13142-13143

  2022-06-28

• Learning General Latent-Variable Graphical Models with Predictive Belief Propagation

  Borui Wang, Geoffrey Gordon

  6118-6126

  2020-04-03

• 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