| 2025 | Accurately Estimating Unreported Infections using Information Theory. | Jiaming Cui, Bijaya Adhikari, Arash Haddadan, A. S. M. Ahsan-Ul-Haque, Jilles Vreeken, Anil Vullikanti, B. Aditya Prakash |
| 2025 | TADAM: Learning Timed Automata from Noisy Observations. | Lnag Cornanguer, Pierre-Franois Gimenez |
| 2025 | Conformal Edge-Weight Prediction in Latent Space. | Akash Choudhuri, Yongjian Zhong, Mehrdad Moharrami, Christine Klymko, Mark Heimann, Jayaraman J. Thiagarajan, Bijaya Adhikari |
| 2025 | Domain Knowledge Augmented Contrastive Learning on Dynamic Hypergraphs for Improved Health Risk Prediction. | Akash Choudhuri, Hieu Vu, Kishlay Jha, Bijaya Adhikari |
| 2025 | Optimizing Transit Network Expansion with Gated Attentive Graph Reinforcement Learning. | Fanglan Chen, Dongjie Wang, Jianfeng He, Shuo Lei, Chang-Tien Lu |
| 2025 | Protecting Privacy against Membership Inference Attack with LLM Fine-tuning through Flatness. | Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei |
| 2025 | Data mining the functional architecture of the brain's circuitry. | Adam S. Charles |
| 2025 | FedGrAINS: Personalized SubGraph Federated Learning with AdaptIve Neighbor Sampling. | Emir Ceyani, Han Xie, Baturalp Buyukates, Carl Yang, Salman Avestimehr |
| 2025 | Trajectory Anomaly Detection with By-Design Complementary Detectors. | Shurui Cao, Leman Akoglu |
| 2025 | Better AI For Understanding Life on Earth: Predict First, Design Later. | Yana Bromberg, Amarda Shehu |
| 2025 | Differentially Private Associative Co-clustering. | Elena Battaglia, Ruggero G. Pensa |
| 2025 | Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction. | Guangji Bai, Ziyang Yu, Zheng Chai, Yue Cheng, Liang Zhao |
| 2025 | A Look Into News Avoidance Through | Igor L. R. Azevedo, Toyotaro Suzumura, Yuichiro Yasui |
| 2025 | An Interpretable Measure for Quantifying Predictive Dependence between Continuous Random Variables. | Renato Assuno, Flvio Figueiredo, Francisco N. Tinoco Jnior, Lo M. de S-Freire, Fbio Silva |
| 2025 | Explainable AI for Real-Time Video Anomaly Anticipation. | David C. Anastasiu |
| 2025 | Heterogeneous Multi-Agent Framework for Dynamic Generalized Category Discovery. | Fatimah Alotaibi, Adithya Kulkarni, Dawei Zhou |
| 2025 | Domain-Adaptive Continual Meta-Learning for Modeling Dynamical Systems: An Application in Environmental Ecosystems. | Yiming Sun, Runlong Yu, Runxue Bao, Yiqun Xie, Ye Ye, Xiaowei Jia |
| 2025 | StarRec: A Hypergraph-based Framework with Star-Expansion for Multi-Behavior Recommendation. | Wenhan Zhang, Zijian Song, Yihuan Wu, Lifang Deng, Jiandong Zhang, Kaigui Bian, Bin Cui |
| 2025 | ℓ | Zhong Chen, Yi He, Di Wu, Wenbin Zhang, Zhiqiang Deng |
| 2025 | Context-Aware Frequency-Embedding Networks for Spatio-Temporal Portfolio Selection. | Ruirui Liu, Huichou Huang, Johannes Ruf, Haoxian Liu, Qingyao Wu |
| 2024 | GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model. | Zhiyu Zhu, Huaming Chen, Xinyi Wang, Jiayu Zhang, Zhibo Jin, Kim-Kwang Raymond Choo, Jun Shen, Dong Yuan |
| 2024 | MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation. | Yuan Zhong, Suhan Cui, Jiaqi Wang, Xiaochen Wang, Ziyi Yin, Yaqing Wang, Houping Xiao, Mengdi Huai, Ting Wang, Fenglong Ma |
| 2024 | HADT: Human-AI Diagnostic Team via Hierarchical Reinforcement Learning. | Xuehan Zhao, Jiaqi Liu, Zhiwen Yu, Bin Guo |
| 2024 | DimReg: Embedding Dimension Search via Regularization for Recommender Systems. | Mingjun Zhao, Liyao Jiang, Yakun Yu, Xinmin Wang, Yi Yuan, Zheng Wei, Di Niu |
| 2024 | Denoising Long- and Short-term Interests for Sequential Recommendation. | Xinyu Zhang, Beibei Li, Beihong Jin |