Wen, Hongkai

21 publications

IJCAI 2025 BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling Yixuan Zhao, Hongkai Wen, Xingchen Zhang, Man Luo

NeurIPS 2025 DCA: Graph-Guided Deep Embedding Clustering for Brain Atlases Mo Wang, Kaining Peng, Jingsheng Tang, Hongkai Wen, Quanying Liu

ICLR 2025 DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle Lichuan Xiang, Quan Nguyen-Tri, Lan-Cuong Nguyen, Hoang Pham, Khoat Than, Long Tran-Thanh, Hongkai Wen

ICML 2025 FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation Zheng Fang, Lichuan Xiang, Xu Cai, Kaicheng Zhou, Hongkai Wen

IJCAI 2025 High-Fidelity Road Network Generation with Latent Diffusion Models Jinming Wang, Hongkai Wen, Geyong Min, Man Luo

NeurIPS 2025 MixSignGraph: A Sign Sequence Is Worth Mixed Graphs of Nodes Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Lei Xie, Sanglu Lu, Hongkai Wen

NeurIPS 2025 Shortcutting Pre-Trained Flow Matching Diffusion Models Is Almost Free Lunch Xu Cai, Yang Wu, Qianli Chen, Haoran Wu, Lichuan Xiang, Hongkai Wen

CVPR 2024 SignGraph: A Sign Sequence Is Worth Graphs of Nodes Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Hongkai Wen, Lei Xie, Sanglu Lu

ICML 2024 Towards Neural Architecture Search Through Hierarchical Generative Modeling Lichuan Xiang, Łukasz Dudziak, Mohamed S Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen

NeurIPS 2023 EV-Eye: Rethinking High-Frequency Eye Tracking Through the Lenses of Event Cameras Guangrong Zhao, Yurun Yang, Jingwei Liu, Ning Chen, Yiran Shen, Hongkai Wen, Guohao Lan

AutoML 2023 Exploiting Network Compressibility and Topology in Zero-Cost NAS Lichuan Xiang, Rosco Hunter, Minghao Xu, Łukasz Dudziak, Hongkai Wen

NeurIPS 2023 Towards Data-Agnostic Pruning at Initialization: What Makes a Good Sparse Mask? Hoang Pham, The Anh Ta, Shiwei Liu, Lichuan Xiang, Dung Le, Hongkai Wen, Long Tran-Thanh

AAAI 2023 Zero-Cost Operation Scoring in Differentiable Architecture Search Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Thomas C. P. Chau, Nicholas D. Lane, Hongkai Wen

NeurIPS 2022 BLOX: Macro Neural Architecture Search Benchmark and Algorithms Thomas Chau, Łukasz Dudziak, Hongkai Wen, Nicholas Lane, Mohamed Abdelfattah

ICCVW 2021 Temporal Kernel Consistency for Blind Video Super-Resolution Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen

ECCV 2020 Journey Towards Tiny Perceptual Super-Resolution Royson Lee, Łukasz Dudziak, Mohamed Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane

IJCAI 2020 Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning Man Luo, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Bowen Du, Hongkai Wen

CVPRW 2018 Learning 3D Scene Semantics and Structure from a Single Depth Image Bo Yang, Zihang Lai, Xiaoxuan Lu, Shuyu Lin, Hongkai Wen, Andrew Markham, Niki Trigoni

ICCVW 2017 3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang, Hongkai Wen, Sen Wang, Ronald Clark, Andrew Markham, Niki Trigoni

AAAI 2017 VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni

CVPR 2017 VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-CLIP Relocalization Ronald Clark, Sen Wang, Andrew Markham, Niki Trigoni, Hongkai Wen