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• Differentially Private Learning with Per-Sample Adaptive Clipping

  Tianyu Xia, Shuheng Shen, Su Yao, Xinyi Fu, Ke Xu, Xiaolong Xu, Xing Fu

  10444-10452

  2023-06-26

• Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis

  Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Liò

  10675-10683

  2023-06-26

• FOCUS: Towards Universal Foreground Segmentation

  Zuyao You, Lingyu Kong, Lingchen Meng, Zuxuan Wu

  9580-9588

  2025-04-11

• FedALA: Adaptive Local Aggregation for Personalized Federated Learning

  Jianqing Zhang, Yang Hua, Hao Wang, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan

  11237-11244

  2023-06-26

• Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence

  Sathya N. Ravi, Tuan Dinh, Vishnu Suresh Lokhande, Vikas Singh

  4772-4779

  2019-07-17

• LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs

  Doriand Petit, Steve Bourgeois, Vincent Gay-Bellile, Florian Chabot, Loïc Barthe

  8412-8420

  2026-03-14

• The Many Faces of Adversarial Machine Learning

  Yevgeniy Vorobeychik

  15402-15409

  2024-07-15

• Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation

  Srijan Kumar

  15444-15444

  2024-07-15

• Towards Unified, Explainable, and Robust Multisensory Perception

  Yapeng Tian

  15456-15456

  2024-07-15

• Xaitk-Saliency: An Open Source Explainable AI Toolkit for Saliency

  Brian Hu, Paul Tunison, Brandon RichardWebster, Anthony Hoogs

  15760-15766

  2024-07-15

• PARCS: A Deployment-Oriented AI System for Robust Parcel-Level Cropland Segmentation of Satellite Images

  Chen Du, Yiwei Wang, Zhicheng Yang, Hang Zhou, Mei Han, Jui-Hsin Lai

  15775-15781

  2024-07-15

• Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection

  Fanxiao Li, Jiaying Wu, Tingchao Fu, Yunyun Dong, Bingbing Song, Wei Zhou

  588-596

  2026-03-14

• Low-Light Image Enhancement via Generative Perceptual Priors

  Han Zhou, Wei Dong, Xiaohong Liu, Yulun Zhang, Guangtao Zhai, Jun Chen

  10752-10760

  2025-04-11

• A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes

  Kui Xu, Zhe Wang, Jianping Shi, Hongsheng Li, Qiangfeng Cliff Zhang

  1230-1237

  2019-07-17

• Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures

  Yousef Yeganeh, Goktug Guvercin, Nassir Navab, Azade Farshad

  11982-11990

  2026-03-14

• RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation

  Wensi Liu, Xiao-Yu Tang, Chong Yang, Chunjie Yang

  3729-3737

  2024-03-24

• Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner

  Wenchuan Zhang, Penghao Zhang, Jingru Guo, Tao Cheng, Jie Chen, Shuwan Zhang, Zhang Zhang, Yuhao Yi, Hong Bu

  28418-28426

  2026-03-14

• Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations

  Changqing Qiu, Fusheng Jin, Yining Zhang

  4587-4595

  2024-03-24

• IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages

  Tahir Javed, Kaushal Bhogale, Abhigyan Raman, Pratyush Kumar, Anoop Kunchukuttan, Mitesh M. Khapra

  12942-12950

  2023-06-26

• Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models

  Bing Liu, Tong Yu, Ian Lane, Ole Mengshoel

  2018-04-27

• Semi-Supervised Learning From Crowds Using Deep Generative Models

  Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara

  2018-04-25

• Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery

  Hao Wang, Biqin Song, Hao Deng, Hong Chen

  21071-21079

  2025-04-11

• Constraint-Driven Explanations for Black-Box ML Models

  Aditya A. Shrotri, Nina Narodytska, Alexey Ignatiev, Kuldeep S Meel, Joao Marques-Silva, Moshe Y. Vardi

  8304-8314

  2022-06-28

• ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models

  Qing Yu, Mikihiro Tanaka, Kent Fujiwara

  9635-9643

  2025-04-11

• Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning

  Hui Fang, Yang Gao, Peng Zhang, Jiangchao Yao, Hongyang Chen, Haishuai Wang

  16514-16522

  2025-04-11