Hao Xiong

11 papers A* 7Journal 3Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation.
ICLR
Xinyu Ye, Hao Xiong, Jianhao Huang, Ziang Chen, Jia Wang, Junchi Yan
2025 — conf
Reinvent the Operation not the Architecture: Quantum-inspired High-order Product for Compatible and Improved LLMs Training.
KDD (2)
Hao Xiong, Yebin Yang, Huaijin Wu, Xiaoqiu Zhong, Yehui Tang, Zhuo Xia, Xiaoxing Wang, Junchi Yan
2025 A* conf
Tensor Network: from the Perspective of AI4Science and Science4AI.
IJCAI
Junchi Yan, Yehui Tang, Xinyu Ye, Hao Xiong, Xiaoqiu Zhong, Yuhan Wang, Yuan Qi
2025 J jnl
Towards Practical Large-scale Dynamical Heterogeneous Graph Embedding: Cold-start Resilient Recommendation.
CoRR
Mabiao Long, Jiaxi Liu, Yufeng Li, Hao Xiong, Junchi Yan, Kefan Wang, Yi Cao, Jiandong Ding
2025 A* conf
UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP.
ICLR
Wenzheng Pan, Hao Xiong, Jiale Ma, Wentao Zhao, Yang Li, Junchi Yan
2024 A* conf
Circuit Design and Efficient Simulation of Quantum Inner Product and Empirical Studies of Its Effect on Near-Term Hybrid Quantum-Classic Machine Learning.
CVPR
Hao Xiong, Yehui Tang, Xinyu Ye, Junchi Yan
2024 A* conf
Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space.
ICLR
Hao Xiong, Yehui Tang, Yunlin He, Wei Tan, Junchi Yan
2024 A* conf
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark.
ICLR
Yehui Tang, Hao Xiong, Nianzu Yang, Tailong Xiao, Junchi Yan
2023 J jnl
Learning Regularized Noise Contrastive Estimation for Robust Network Embedding.
IEEE Trans. Knowl. Data Eng.
Hao Xiong, Junchi Yan, Zengfeng Huang
2022 J jnl
BTWalk: Branching Tree Random Walk for Multi-Order Structured Network Embedding.
IEEE Trans. Knowl. Data Eng.
Hao Xiong, Junchi Yan
2021 A* conf
Contrastive Multi-View Multiplex Network Embedding with Applications to Robust Network Alignment.
KDD
Hao Xiong, Junchi Yan, Li Pan