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• Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests

  Kristin Blesch, Niklas Koenen, Jan Kapar, Pegah Golchian, Lukas Burk, Markus Loecher, Marvin N. Wright

  15596-15604

  2025-04-11

• Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations

  Stephen Carrow, Kyle Erwin, Olga Vilenskaia, Parikshit Ram, Tim Klinger, Naweed Khan, Ndivhuwo Makondo, Alexander G. Gray

  15669-15677

  2025-04-11

• Toward Multimodal Fake News Detection by Multi-perspective Rationale Generation and Verification

  Junyang Chen, Yueqian Li, Ka Chung Ng, Huan Wang, Liang-Jie Zhang

  66-74

  2026-03-14

• Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models

  Tianyi Zhou, Johanne Medina, Sanjay Chawla

  38164-38172

  2026-03-14

• THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings

  Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang

  16199-16207

  2025-04-11

• Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments

  Marharyta Domnich, Julius Välja, Rasmus Moorits Veski, Giacomo Magnifico, Kadi Tulver, Eduard Barbu, Raul Vicente

  16308-16316

  2025-04-11

• Recommender Systems: A Healthy Obsession

  Barry Smyth

  9790-9794

  2019-07-17

• Large Language Model Unlearning for Source Code

  Xue Jiang, Yihong Dong, Huangzhao Zhang, Tangxinyu Wang, Zheng Fang, Yingwei Ma, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li

  31346-31355

  2026-03-14

• Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources

  Qianhui Wu, Zijia Lin, Guoxin Wang, Hui Chen, Börje F. Karlsson, Biqing Huang, Chin-Yew Lin

  9274-9281

  2020-04-03

• GLAM: Global-Local Variation Awareness in Mamba-based World Model

  Qian He, Wenqi Liang, Chunhui Hao, Gan Sun, Jiandong Tian

  17105-17113

  2025-04-11

• Differential Alignment for Domain Adaptive Object Detection

  Xinyu He, Xinhui Li, Xiaojie Guo

  17150-17158

  2025-04-11

• Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling

  Shiluo Huang, Yining Jin, Wei Jin, Ying Mu

  17440-17448

  2025-04-11

• Predicting Opioid Overdose Crude Rates with Text-Based Twitter Features (Student Abstract)

  Nupoor Gandhi, Alex Morales, Sally Man-Pui Chan, Dolores Albarracin, ChengXiang Zhai

  13787-13788

  2020-04-03

• Association Pattern-enhanced Molecular Representation Learning

  Lingxiang Jia, Yuchen Ying, Tian Qiu, Shaolun Yao, Liang Xue, Jie Lei, Jie Song, Mingli Song, Zunlei Feng

  17599-17607

  2025-04-11

• Learning Structural Causal Models from Ordering: Identifiable Flow Models

  Minh Khoa Le, Kien Do, Truyen Tran

  17831-17839

  2025-04-11

• RadarMP: Motion Perception for 4D mmWave Radar in Autonomous Driving

  Ruiqi Cheng, Huijun Di, Jian Li, Feng Liu, Wei Liang

  3282-3290

  2026-03-14

• TinyChemVL: Advancing Chemical Vision-Language Models via Efficient Visual Token Reduction and Complex Reaction Tasks

  Xuanle Zhao, Shuxin Zeng, Xinyuan Cai, Xiang Cheng, Duzhen Zhang, Xiuyi Chen, Bo Xu

  1596-1604

  2026-03-14

• FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation

  Jimeng Shi, Zeda Yin, Arturo Leon, Jayantha Obeysekera, Giri Narasimhan

  28377-28385

  2025-04-11

• Multi-Label Ranking Loss Minimization for Matrix Completion

  Jiaxuan Li, Xiaoyan Zhu, Hongrui Wang, Yu Zhang, Xin Lai, Jiayin Wang

  18333-18340

  2025-04-11

• Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis

  Weikai Li, Ding Wang, Zijian Ding, Atefeh Sohrabizadeh, Zongyue Qin, Jason Cong, Yizhou Sun

  18476-18484

  2025-04-11

• Population Aware Diffusion for Time Series Generation

  Yang Li, Han Meng, Zhenyu Bi, Ingolv T. Urnes, Haipeng Chen

  18520-18529

  2025-04-11

• Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model

  Yujun Li, Hongyuan Zhang, Yuan Yuan

  18575-18583

  2025-04-11

• TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis

  Jiexi Liu, Meng Cao, Songcan Chen

  18861-18869

  2025-04-11

• Enhancing Multi-View Classification Reliability with Adaptive Rejection

  Wei Liu, Yufei Chen, Xiaodong Yue

  18969-18977

  2025-04-11

• Local Causal Discovery for Structural Evidence of Direct Discrimination

  Jacqueline Maasch, Kyra Gan, Violet Chen, Agni Orfanoudaki, Nil-Jana Akpinar, Fei Wang

  19349-19357

  2025-04-11