Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts. - Haoyu Geng; Shuodian Yu; Xiaofeng Gao 001 (DASFAA (3), 2021)

Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation. - Chao Chen 016; Haoyu Geng; Nianzu Yang; Junchi Yan; Daiyue Xue; Jianping Yu; Xiaokang Yang 001 (ICML, 2021)

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling. - Haoyu Geng; Guanjie Zheng; Zhengqing Han; Hua Wei 001; Zhenhui Li (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution. - Chao Chen 016; Haoyu Geng; Gang Zeng; Zhaobing Han; Hua Chai; Xiaokang Yang 001; Junchi Yan (ICLR, 2023)

Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations. - Haoyu Geng; Chao Chen 016; Yixuan He; Gang Zeng; Zhaobing Han; Hua Chai; Junchi Yan (KDD, 2023)

GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction. - Haoyu Geng; Runzhong Wang; Fei Wu 001; Junchi Yan (KDD, 2023)

Rethinking and Benchmarking Predict-then-Optimize Paradigm for Combinatorial Optimization Problems. - Haoyu Geng; Hang Ruan; Runzhong Wang; Yang Li 197; Yang Wang; Lei Chen 031; Junchi Yan (CoRR, 2023)

Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime. - Haoyu Geng; Hang Ruan; Runzhong Wang; Yang Li 197; Yang Wang; Lei Chen 031; Junchi Yan (NeurIPS, 2024)

Robust Estimation of High-Dimensional Linear Regression With Changepoints. - Xiaolong Cui; Haoyu Geng; Zhaojun Wang; Changliang Zou (IEEE Trans. Inf. Theory, 2024)

EasyDGL: Encode, Train and Interpret for Continuous-Time Dynamic Graph Learning. - Chao Chen 016; Haoyu Geng; Nianzu Yang; Xiaokang Yang 001; Junchi Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search. - Yang Li 197; Jiale Ma; Wenzheng Pan; Runzhong Wang; Haoyu Geng; Nianzu Yang; Junchi Yan (ICLR, 2025)