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• AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement

  Yunlong Lin, Tian Ye, Sixiang Chen, Zhenqi Fu, Yingying Wang, Wenhao Chai, Zhaohu Xing, Wenxue Li, Lei Zhu, Xinghao Ding

  5307-5315

  2025-04-11

• Comparing Sample-Wise Learnability across Deep Neural Network Models

  Seung-Geon Lee, Jaedeok Kim, Hyun-Joo Jung, Yoonsuck Choe

  9961-9962

  2019-07-17

• From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space

  Maximilian Dreyer, Frederik Pahde, Christopher J. Anders, Wojciech Samek, Sebastian Lapuschkin

  21046-21054

  2024-03-24

• Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution

  Abhilash Nandy, Sambaran Bandyopadhyay

  24930-24938

  2025-04-11

• Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models

  Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui

  24768-24776

  2025-04-11

• Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?

  Yang Liu, Xiaoping Wang, Kai Lu

  24677-24685

  2025-04-11

• LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation

  Yatong Sun, Xiaochun Yang, Zhu Sun, Yan Wang, Bin Wang, Xinghua Qu

  12604-12612

  2025-04-11

• Leverage the Explainability of Transformer Models to Improve the DNA 5-Methylcytosine Identification (Student Abstract)

  Wenhuan Zeng, Daniel H. Huson

  23703-23704

  2024-03-24

• From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration

  Hao Li, Tao He, Jiafeng Liang, Zheng Chu, Ming Liu

  31582-31590

  2026-03-14

• Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models

  Yuchen Fan, Yuzhong Hong, Qiushi Wang, Junwei Bao, Hongfei Jiang, Yang Song

  23859-23867

  2025-04-11

• Conflicting Interactions among Protection Mechanisms for Machine Learning Models

  Sebastian Szyller, N. Asokan

  15179-15187

  2023-06-26

• Certification of Speaker Recognition Models to Additive Perturbations

  Dmitrii Korzh, Elvir Karimov, Mikhail Pautov, Oleg Y. Rogov, Ivan Oseledets

  17947-17956

  2025-04-11

• Holistic Adversarial Robustness of Deep Learning Models

  Pin-Yu Chen, Sijia Liu

  15411-15420

  2024-07-15

• Data Wrangling Task Automation Using Code-Generating Language Models

  Ashlesha Akella, Krishnasuri Narayanam

  29616-29618

  2025-04-11

• Compressing Cross-Lingual Multi-Task Models at Qualtrics

  Daniel Campos, Daniel Perry, Samir Joshi, Yashmeet Gambhir, Wei Du, Zhengzheng Xing, Aaron Colak

  15661-15667

  2024-07-15

• Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract)

  Saptarshi Sengupta, Shreya Ghosh, Preslav Nakov, Prasenjit Mitra

  16318-16319

  2024-07-15

• Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models

  Yulin He, Wei Chen, Xinbiao Gan, Siqi Wang, Haotian Wang, Yusong Tan

  4690-4698

  2026-03-14

• Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?

  Jia Li, Wenjie Zhao, Ziru Huang, Yunhui Guo, Yapeng Tian

  6172-6180

  2026-03-14

• From Static to Dynamic: Knowledge Metabolism for Large Language Models

  Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng

  23784-23786

  2024-03-24

• Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models

  Yuying Liu, Xuechen Zhao, Yanyi Huang, Ye Wang, Xin Song, Yue Zhang, Haiyan Liu, Bin Zhou

  32276-32283

  2026-03-14

• Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract)

  Bertille Tierny, Arthur Charpentier, Francois Hu

  41412-41414

  2026-03-14

• Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima’s Role

  Jinhyeok Jang, Chan-Hyun Youn, Minsu Jeon, Changha Lee

  2454-2461

  2024-03-24

• Trustworthy and Practical AI for Healthcare: A Guided Deferral System with Large Language Models

  Joshua Strong, Qianhui Men, J. Alison Noble

  28413-28421

  2025-04-11

• DeepCalliFont: Few-Shot Chinese Calligraphy Font Synthesis by Integrating Dual-Modality Generative Models

  Yitian Liu, Zhouhui Lian

  3774-3782

  2024-03-24

• Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks

  Dimitrios Rontogiannis, Maxime Peyrard, Nicolas Baldwin, Martin Josifoski, Robert West, Dimitrios Gunopulos

  32843-32850

  2026-03-14