Xiong, Hao

19 publications

ICLR 2025 On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation Xinyu Ye, Hao Xiong, Jianhao Huang, Ziang Chen, Jia Wang, Junchi Yan

IJCAI 2025 Tensor Network: From the Perspective of AI4Science and Science4AI Junchi Yan, Yehui Tang, Xinyu Ye, Hao Xiong, Xiaoqiu Zhong, Yuhan Wang, Yuan Qi

CVPR 2025 Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content Rohit Kundu, Hao Xiong, Vishal Mohanty, Athula Balachandran, Amit K. Roy-Chowdhury

ICLR 2025 UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP Wenzheng Pan, Hao Xiong, Jiale Ma, Wentao Zhao, Yang Li, Junchi Yan

CVPR 2024 Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning Hao Xiong, Yehui Tang, Xinyu Ye, Junchi Yan

CVPR 2024 Modeling Collaborator: Enabling Subjective Vision Classification with Minimal Human Effort via LLM Tool-Use Imad Eddine Toubal, Aditya Avinash, Neil Gordon Alldrin, Jan Dlabal, Wenlei Zhou, Enming Luo, Otilia Stretcu, Hao Xiong, Chun-Ta Lu, Howard Zhou, Ranjay Krishna, Ariel Fuxman, Tom Duerig

ICLR 2024 Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space Hao Xiong, Yehui Tang, Yunlin He, Wei Tan, Junchi Yan

ICLR 2024 Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and a Benchmark Yehui Tang, Hao Xiong, Nianzu Yang, Tailong Xiao, Junchi Yan

NeurIPS 2022 Boosting the Performance of Generic Deep Neural Network Frameworks with Log-Supermodular CRFs Hao Xiong, Yangxiao Lu, Nicholas Ruozzi

IJCAI 2022 Enhancing Sequential Recommendation with Graph Contrastive Learning Yixin Zhang, Yong Liu, Yonghui Xu, Hao Xiong, Chenyi Lei, Wei He, Lizhen Cui, Chunyan Miao

IJCAI 2020 General Purpose MRF Learning with Neural Network Potentials Hao Xiong, Nicholas Ruozzi

AAAI 2020 Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong

AAAI 2019 Marginal Inference in Continuous Markov Random Fields Using Mixtures Yuanzhen Guo, Hao Xiong, Nicholas Ruozzi

AAAI 2019 Modeling Coherence for Discourse Neural Machine Translation Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

UAI 2019 One-Shot Marginal MAP Inference in Markov Random Fields Hao Xiong, Yuanzhen Guo, Yibo Yang, Nicholas Ruozzi

AAAI 2018 Multi-Channel Encoder for Neural Machine Translation Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu

AAAI 2017 A Diversified Generative Latent Variable Model for WiFi-SLAM Hao Xiong, Dacheng Tao

AAAI 2016 Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair Hao Xiong, Tongliang Liu, Dacheng Tao

AAAI 2010 Forest-Based Semantic Role Labeling Hao Xiong, Haitao Mi, Yang Liu, Qun Liu