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• Defending against Backdoor Attacks in Natural Language Generation

  Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang

  5257-5265

  2023-06-26

• Human-in-the-Loop Vehicle ReID

  Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen

  6048-6055

  2023-06-26

• Generalizing Downsampling from Regular Data to Graphs

  Davide Bacciu, Alessio Conte, Francesco Landolfi

  6718-6727

  2023-06-26

• Quantifying Uncertainties in Natural Language Processing Tasks

  Yijun Xiao, William Yang Wang

  7322-7329

  2019-07-17

• Towards Optimal Randomized Strategies in Adversarial Example Game

  Jiahao Xie, Chao Zhang, Weijie Liu, Wensong Bai, Hui Qian

  10490-10498

  2023-06-26

• DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness

  Gang Yan, Hao Wang, Xu Yuan, Jian Li

  10711-10719

  2023-06-26

• Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting

  Daniel Zeiberg, Shantanu Jain, Predrag Radivojac

  6729-6736

  2020-04-03

• 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

• I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

  Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan Oseledets

  30771-30779

  2026-03-14

• Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction

  Zhixuan Chu, Mengxuan Hu, Qing Cui, Longfei Li, Sheng Li

  11642-11650

  2024-03-24

• TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction

  Dahai Yu, Rongchao Xu, Dingyi Zhuang, Yuheng Bu, Shenhao Wang, Guang Wang

  39558-39566

  2026-03-14

• What and Where the Themes Dominate in Image

  Xinyu Xiao, Lingfeng Wang, Shiming Xiang, Chunhong Pan

  9021-9029

  2019-07-17

• N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding

  Jinhao Tian, Zuchao Li, Jiajia Li, Ping Wang

  15364-15372

  2024-03-24

• Explaining Generalization Power of a DNN Using Interactive Concepts

  Huilin Zhou, Hao Zhang, Huiqi Deng, Dongrui Liu, Wen Shen, Shih-Han Chan, Quanshi Zhang

  17105-17113

  2024-03-24

• ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction

  Ruochen Li, Zhanxing Zhu, Tanqiu Qiao, Hubert P. H. Shum

  17535-17543

  2026-03-14

• Conditional Backdoor Attack via JPEG Compression

  Qiuyu Duan, Zhongyun Hua, Qing Liao, Yushu Zhang, Leo Yu Zhang

  19823-19831

  2024-03-24

• Complex Reasoning over Vision and Language --Leveraging Neurosymbolic AI

  Parisa Kordjamshidi

  39718-39721

  2026-03-14

• E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS

  Ziyang Zhang, Yang Zhao, Ming-Ching Chang, Changyao Lin, Jie Liu

  1165-1173

  2025-04-11

• ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation

  Hamed Ayoobi, Nico Potyka, Francesca Toni

  1791-1799

  2025-04-11

• Robustness Guarantees for Bayesian Inference with Gaussian Processes

  Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Andrea Patane

  7759-7768

  2019-07-17

• Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification

  Robert Reed, Luca Laurenti, Morteza Lahijanian

  20157-20164

  2025-04-11

• End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking

  Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang

  10534-10541

  2020-04-03

• MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale

  Anton Andreychuk, Konstantin Yakovlev, Aleksandr Panov, Alexey Skrynnik

  23126-23134

  2025-04-11

• The Future Is Neuro-Symbolic: Where Has It Been, and Where Is It Going?

  Vaishak Belle, Gary Marcus

  40954-40961

  2026-03-14

• Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification

  Tianwen Zhu, Guangyu Wu, Zhiwei Cao, Ruihang Wang, Jimin Jia, Yong Luo, Yonggang Wen

  1659-1667

  2026-03-14