Hongteng Xu

ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026 Towards Effective Code-Integrated Reasoning AAAI 2026 WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction ICML 2025 Weakly-Supervised Movie Trailer Generation Driven by Multi-Modal Semantic Consistency IJCAI 2025 WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025 An Optimal Transport-based Latent Mixer for Robust Multi-modal Learning AAAI 2025 A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025 Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived ICML 2025 ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation ICML 2025 Animate and Sound an Image CVPR 2025 Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency CVPR 2025 PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models ICML 2025 Generalizable Face Landmarking Guided by Conditional Face Warping CVPR 2024 Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation NIPS 2024 Inferring Iterated Function Systems Approximately from Fractal Images IJCAI 2024 A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation AAAI 2024 Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data ICML 2024 HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search CVPR 2023 Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression AAAI 2023 Hierarchical Contrastive Learning for Temporal Point Processes AAAI 2023 Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment IJCAI 2023 Group Sparse Optimal Transport for Sparse Process Flexibility Design IJCAI 2023 Uni-Mol: A Universal 3D Molecular Representation Learning Framework ICLR 2023 Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022 Learning Graphons via Structured Gromov-Wasserstein Barycenters AAAI 2021 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NIPS 2021 A Hypergradient Approach to Robust Regression without Correspondence ICLR 2021 Zero-Shot Recognition via Optimal Transport WACV 2021 Graph-Driven Generative Models for Heterogeneous Multi-Task Learning AAAI 2020 Learning Autoencoders with Relational Regularization ICML 2020 Quaternion Product Units for Deep Learning on 3D Rotation Groups CVPR 2020 Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching NIPS 2019 Topic-Guided Variational Auto-Encoder for Text Generation NAACL 2019 Gromov-Wasserstein Learning for Graph Matching and Node Embedding ICML 2019 Distilled Wasserstein Learning for Word Embedding and Topic Modeling NIPS 2018 Benefits from Superposed Hawkes Processes AISTATS 2018 Quaternion Convolutional Neural Networks ECCV 2018 Learning Registered Point Processes from Idiosyncratic Observations ICML 2018 Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018 Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Model MLHC 2018 Learning Hawkes Processes from Short Doubly-Censored Event Sequences ICML 2017 Fractal Dimension Invariant Filtering and Its CNN-Based Implementation CVPR 2017 A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering NIPS 2017 Learning Granger Causality for Hawkes Processes ICML 2016 Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage ICCV 2015 A Matrix Decomposition Perspective to Multiple Graph Matching ICCV 2015 Trailer Generation via a Point Process-Based Visual Attractiveness Model IJCAI 2015 Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences IJCAI 2015 Manifold Based Dynamic Texture Synthesis from Extremely Few Samples CVPR 2014 Manifold Based Face Synthesis from Sparse Samples ICCV 2013