Towards a Native Quantum Paradigm for Graph Representation Learning: A Sampling-based Recurrent Embedding Approach. - Ge Yan 001; Yehui Tang 002; Junchi Yan (KDD, 2022)

GraphQNTK: Quantum Neural Tangent Kernel for Graph Data. - Yehui Tang 002; Junchi Yan (NeurIPS, 2022)

From Quantum Graph Computing to Quantum Graph Learning: A Survey. - Yehui Tang 002; Junchi Yan; Edwin R. Hancock (CoRR, 2022)

Recent progress and perspectives on quantum computing for finance. - Yehui Tang 002; Junchi Yan; Guoqiang Hu; Baohua Zhang; Jinzan Zhou (Serv. Oriented Comput. Appl., 2022)

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 003; Yehui Tang 002; Xinyu Ye; Junchi Yan (CVPR, 2024)

Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space. - Hao Xiong 003; Yehui Tang 002; Yunlin He; Wei Tan; Junchi Yan (ICLR, 2024)

Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark. - Yehui Tang 002; Hao Xiong 003; Nianzu Yang; Tailong Xiao; Junchi Yan (ICLR, 2024)

SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification. - Yehui Tang 002; Nianzu Yang; Mabiao Long; Junchi Yan (ICML, 2024)

QuaDiM: A Conditional Diffusion Model For Quantum State Property Estimation. - Yehui Tang 002; Mabiao Long; Junchi Yan (ICLR, 2025)

QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline. - Tianyi Bao; Ruizhe Zhong; Xinyu Ye; Yehui Tang 002; Junchi Yan (ICML, 2025)

Tensor Network: from the Perspective of AI4Science and Science4AI. - Junchi Yan; Yehui Tang 002; Xinyu Ye; Hao Xiong 003; Xiaoqiu Zhong; Yuhan Wang; Yuan Qi (IJCAI, 2025)

Reinvent the Operation not the Architecture: Quantum-inspired High-order Product for Compatible and Improved LLMs Training. - Hao Xiong 003; Yebin Yang; Huaijin Wu; Xiaoqiu Zhong; Yehui Tang 002; Zhuo Xia; Xiaoxing Wang; Junchi Yan (KDD (2), 2025)

Rethinking Video Tokenization: A Conditioned Diffusion-based Approach. - Nianzu Yang; Pandeng Li; Liming Zhao; Yang Li 197; Chen-Wei Xie; Yehui Tang 002; Xudong Lu; Zhihang Liu; Yun Zheng; Yu Liu 015; Junchi Yan (CoRR, 2025)