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• Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment

  Xing Xie, Jiawei Liu, Ziyue Lin, Huijie Fan, Zhi Han, Yandong Tang, Liangqiong Qu

  11105-11113

  2026-03-14

• 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

• Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors

  Wasu Top Piriyakulkij, Yingheng Wang, Volodymyr Kuleshov

  19921-19930

  2025-04-11

• Polarity-Aware Probing for Quantifying Latent Alignment in Language Models

  Sabrina Sadiekh, Elena Ericheva, Chirag Agarwal

  37896-37903

  2026-03-14

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

  Tien Mai, Arunesh Sinha

  5141-5149

  2022-06-28

• Abstracting Causal Models

  Sander Beckers, Joseph Y. Halpern

  2678-2685

  2019-07-17

• DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models

  Wei Guan, Jian Cao, Jianqi Gao, Haiyan Zhao, Shiyou Qian

  11735-11744

  2025-04-11

• 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

• Diffusion for Combating the Hallucination in Large Language Models (Student Abstract)

  Hyojun Ahn, Joongheon Kim

  41119-41120

  2026-03-14

• Rethinking Direct Preference Optimization in Diffusion Models

  Junyong Kang, Seohyun Lim, Kyungjune Baek, Hyunjung Shim

  5611-5619

  2026-03-14

• Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models

  Arindam Mitra, Ishan Shrivastava, Chitta Baral

  8504-8511

  2020-04-03

• 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

• Adapting Hybrid Parallel-Head Large Language Models for Southeast Asia

  Kin Meng Ng

  41504-41506

  2026-03-14

• 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

• Language Models Do Not Embed Numbers Continuously (Student Abstract)

  Alex Davies, Roussel Nzoyem Ngueguin, Nirav Ajmeri, Telmo de Menezes E Silva Filho

  41180-41181

  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

• Combating Sampling Bias: A Self-Training Method in Credit Risk Models

  Jingxian Liao, Wei Wang, Jason Xue, Anthony Lei, Xue Han, Kun Lu

  12566-12572

  2022-06-28

• 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

• 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