Haoran Li

16 papers A* 5Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LASS-ODE: Scaling ODE Computations to Connect Foundation Models with Dynamical Physical Systems. CoRR Haoran Li, Chenhan Xiao, Lihao Mai, Yang Weng, Erik Blasch
2026	—	`conf`	Neural Predictive Control to Coordinate Discrete- and Continuous-Time Models for Time-Series Analysis with Control-Theoretical Improvements. KDD (1) Haoran Li, Muhao Guo, Yang Weng, Hanghang Tong
2026	—	`conf`	PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis. KDD (1) Xinyu He, Chenhan Xiao, Haoran Li, Ruizhong Qiu, Zhe Xu, Yang Weng, Jingrui He, Hanghang Tong
2025	J	`jnl`	Efficient Manifold-Constrained Neural ODE for High-Dimensional Datasets. CoRR Muhao Guo, Haoran Li, Yang Weng
2025	J	`jnl`	Latent Mixture of Symmetries for Sample-Efficient Dynamic Learning. CoRR Haoran Li, Chenhan Xiao, Muhao Guo, Yang Weng
2025	J	`jnl`	Neural Predictive Control to Coordinate Discrete- and Continuous-Time Models for Time-Series Analysis with Control-Theoretical Improvements. CoRR Haoran Li, Muhao Guo, Yang Weng, Hanghang Tong
2025	J	`jnl`	PowerGrow: Feasible Co-Growth of Structures and Dynamics for Power Grid Synthesis. CoRR Xinyu He, Chenhan Xiao, Haoran Li, Ruizhong Qiu, Zhe Xu, Yang Weng, Jingrui He, Hanghang Tong
2024	J	`jnl`	Distribution Grid Topology and Parameter Estimation Using Deep-Shallow Neural Network With Physical Consistency. IEEE Trans. Smart Grid Haoran Li, Yang Weng, Vijay Vittal, Erik Blasch
2023	A*	`conf`	PIX-GAN: Enhance Physics-Informed Estimation via Generative Adversarial Network. ICDM Haoran Li, Yang Weng
2022	A*	`conf`	CoNSoLe: Convex Neural Symbolic Learning. NeurIPS Haoran Li, Yang Weng, Hanghang Tong
2022	J	`jnl`	CoNSoLe: Convex Neural Symbolic Learning. CoRR Haoran Li, Yang Weng, Hanghang Tong
2022	A*	`conf`	Domain Adaptation in Physical Systems via Graph Kernel. KDD Haoran Li, Hanghang Tong, Yang Weng
2021	A*	`conf`	Physical Equation Discovery Using Physics-Consistent Neural Network (PCNN) Under Incomplete Observability. KDD Haoran Li, Yang Weng
2021	J	`jnl`	The Powerful Use of AI in the Energy Sector: Intelligent Forecasting. CoRR Erik Blasch, Haoran Li, Zhihao Ma, Yang Weng
2020	A*	`conf`	Heterogeneous Transfer Learning on Power Systems: A Merged Multi-Modal Gaussian Graphical Model. ICDM Haoran Li, Yang Weng, Hanghang Tong
2019	J	`jnl`	Robust Hidden Topology Identification in Distribution Systems. CoRR Haoran Li, Yang Weng, Yizheng Liao, Brian Keel, Kenneth E. Brown