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• SMLE: Safe Machine Learning via Embedded Overapproximation

  Matteo Francobaldi, Michele Lombardi

  27286-27294

  2025-04-11

• Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization

  Yongqi Li, Xin Miao, Mayi Xu, Tieyun Qian

  27437-27445

  2025-04-11

• SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine

  Sadanand Modak, Noah Tobias Patton, Isil Dillig, Joydeep Biswas

  27529-27537

  2025-04-11

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

  Bertille Tierny, Arthur Charpentier, Francois Hu

  25932-25939

  2026-03-14

• Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search

  Beirong Cui, Qilong Feng, Junyu Huang

  20650-20657

  2026-03-14

• Biomedical Image Segmentation via Representative Annotation

  Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

  5901-5908

  2019-07-17

• Rank Aggregation via Heterogeneous Thurstone Preference Models

  Tao Jin, Pan Xu, Quanquan Gu, Farzad Farnoud

  4353-4360

  2020-04-03

• Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models

  Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu

  28955-28963

  2025-04-11

• Towards Addressing Frontiers in Graph Generation

  Alex O. Davies

  29253-29254

  2025-04-11

• Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition

  Zahra Ghorrati

  29257-29258

  2025-04-11

• Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation

  Jogendra Nath Kundu, Siddharth Seth, Rahul M V, Mugalodi Rakesh, Venkatesh Babu Radhakrishnan, Anirban Chakraborty

  11312-11319

  2020-04-03

• Design and Evaluation of a Generative Artificial Intelligence-Based Tool for Students with Learning Disabilities in Kenya

  G. Mercy Wairimu

  29303-29304

  2025-04-11

• Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks

  Ximing Wen

  29307-29308

  2025-04-11

• Hypernetwork Approach to Bayesian MAML (Student Abstract)

  Piotr Borycki, Piotr Kubacki, Marcin Przewięźlikowski, Tomasz Kuśmierczyk, Jacek Tabor, Przemysław Spurek

  29325-29327

  2025-04-11

• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

  Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

  21090-21098

  2025-04-11

• Refining HTN Methods via Task Insertion with Preferences

  Zhanhao Xiao, Hai Wan, Hankui Hankz Zhuo, Andreas Herzig, Laurent Perrussel, Peilin Chen

  10009-10016

  2020-04-03

• Set-Valued Sensitivity Analysis of Deep Neural Networks

  Xin Wang, Feilong Wang, Xuegang (Jeff) Ban

  21304-21311

  2025-04-11

• Test-driven Reinforcement Learning in Continuous Control

  Zhao Yu, Xiuping Wu, Liangjun Ke

  27996-28004

  2026-03-14

• Textualize Visual Prompt for Image Editing via Diffusion Bridge

  Pengcheng Xu, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Ruoyu Zhao, Charles Ling, Boyu Wang

  21779-21787

  2025-04-11

• RENEW: Risk- and Energy-Aware Navigation in Dynamic Waterways

  Mingi Jeong, Alberto Quattrini Li

  18333-18341

  2026-03-14

• IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection

  Jiajie Zhu, Xia Du, Xiaoyuan Liu, Ji-Zhe Zhou, Qizhen Xu, Zheng Lin, Chi-Man Pun

  1632-1640

  2026-03-14

• Tree-Based Stochastic Optimization for Solving Large-Scale Urban Network Security Games

  Shuxin Zhuang, Linjian Meng, Shuxin Li, Minming Li, Youzhi Zhang

  1668-1675

  2026-03-14

• A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents

  Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas

  1757-1765

  2026-03-14

• MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue

  Yuanyuan He, Guotai Huang, Wei Li, Jiali You, Jiawen Deng, Fuji Ren

  1819-1827

  2026-03-14

• MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation

  Xiangdong Li, Ye Lou, Ao Gao, Wei Zhang, Siyang Song

  1918-1927

  2026-03-14