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• Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation

  Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje

  11891-11899

  2022-06-28

• Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns

  Ervine Zheng, Qi Yu, Zhi Zheng

  5437-5445

  2023-06-26

• Structural Approach to Guiding a Present-Biased Agent

  Tatiana Belova, Yuriy Dementiev, Artur Ignatiev, Danil Sagunov

  16664-16672

  2026-03-14

• Document-Level Relation Extraction with Reconstruction

  Wang Xu, Kehai Chen, Tiejun Zhao

  14167-14175

  2021-05-18

• Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs

  Wei Du, Hongmin Sun, Hang Gao, Gaoyang Li, Ying Li

  16399-16407

  2025-04-11

• Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment

  Haoren Guo, Haiyue Zhu, Jiahui Wang, Prahlad Vadakkepat, Weng Khuen Ho, Tong Heng Lee

  16951-16959

  2025-04-11

• Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering

  Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He

  14633-14641

  2024-03-24

• Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View

  Jianyu Qi, Ding Zou, Wenrui Yan, Rui Ma, Jiaxu Li, Zhijie Zheng, Zhiguo Yang, Rongchang Zhao

  24891-24899

  2026-03-14

• A Declarative Approach to Data-Driven Fact Checking

  Julien Leblay

  2017-02-10

• Understanding the Generalization of Pretrained Diffusion Models on Out-of-Distribution Data

  Sai Niranjan Ramachandran, Rudrabha Mukhopadhyay, Madhav Agarwal, C.V. Jawahar, Vinay Namboodiri

  14767-14775

  2024-03-24

• Data-Driven Ranking and Visualization of Products by Competitiveness

  Sheema Usmani, Mariana Bernagozzi, Yufeng Huang, Michelle Morales, Amir Sabet Sarvestani, Biplav Srivastava

  13640-13641

  2020-04-03

• Clarity: Data-Driven Automatic Assessment of Product Competitiveness

  Sheema Usmani, Mariana Bernagozzi, Yufeng Huang, Michelle Morales, Amir Sabet Sarvestani, Biplav Srivastava

  13204-13211

  2020-04-03

• Data-Driven Knowledge-Aware Inference of Private Information in Continuous Double Auctions

  Lvye Cui, Haoran Yu

  10012-10020

  2024-03-24

• Fully Data-Driven Pseudo Label Estimation for Pointly-Supervised Panoptic Segmentation

  Jing Li, Junsong Fan, Yuran Yang, Shuqi Mei, Jun Xiao, Zhaoxiang Zhang

  3127-3135

  2024-03-24

• Screening for Depressed Individuals by Using Multimodal Social Media Data

  Paulo Mann, Aline Paes, Elton H. Matsushima

  15722-15723

  2021-05-18

• ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data

  Soham Pal, Yash Gupta, Aditya Shukla, Aditya Kanade, Shirish Shevade, Vinod Ganapathy

  865-872

  2020-04-03

• Estimation of Local Average Treatment Effect by Data Combination

  Kazuhiko Shinoda, Takahiro Hoshino

  8295-8303

  2022-06-28

• Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization

  Bryan Wilder, Bistra Dilkina, Milind Tambe

  1658-1665

  2019-07-17

• Identifying Selection Bias from Observational Data

  David Kaltenpoth, Jilles Vreeken

  8177-8185

  2023-06-26

• Learning Adaptive and Expandable Mixture Model for Continual Learning

  Fei Ye, YongCheng Zhong, Qihe Liu, Adrian G. Bors, JingLing Sun, Jinyu Guo, ShiJie Zhou

  27773-27781

  2026-03-14

• TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

  Canhui Tang, Zifan Han, Hongbo Sun, Sanping Zhou, Xuchong Zhang, Xin Wei, Ye Yuan, Huayu Zhang, Jinglin Xu, Hao Sun

  9368-9376

  2026-03-14

• Weather-Robust LiDAR Perception: Point Cloud Restoration from Adverse Weather

  Chenghao Sun, Pengpeng Sun, Xiangmo Zhao

  9162-9170

  2026-03-14

• HouseTune: Two-Stage Floorplan Generation with LLM Assistance

  Ziyang Zong, Guanying Chen, Zhaohuan Zhan, Fengcheng Yu, Guang Tan

  14059-14067

  2026-03-14

• TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

  Chenxi Liu, Qianxiong Xu, Hao Miao, Sun Yang, Lingzheng Zhang, Cheng Long, Ziyue Li, Rui Zhao

  18780-18788

  2025-04-11

• Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions

  Jeongsoo Ha, Kyungsoo Kim, Yusung Kim

  7802-7810

  2023-06-26