zaishuo xia

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICLR (2) CVPR (1) ICML (1)

Top co-authors

Han Yang (3) Yunyang Li (2) Jia Zhang (2) Bin Shao (2) Xinran Wei (2) Zun Wang (2) Lin Huang (2) Erpai Luo (2) Chang Liu (2) Yubei Chen (1)

Research topics

Deep Learning (4) Machine Learning (3) Architectures (3) Artificial Intelligence (2) Application Areas (2) Optimization & Theory (2) Core AI (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

transfer learning (1) graph classification (1) graph structure (1) latent representation (1) adversarial perturbation (1) world model (1) equivariant graph neural network (1) node feature (1) density functional theory (1) certified defense (1) robustness guarantee (1) geometric regularization (1) neural network (1) temporal contrastive learning (1) adaptive sparsity (1) sparse gate (1) molecular system (1) kohn-sham hamiltonian (1) wavefunction alignment loss (1) hamiltonian matrix prediction (1)

Papers

Cloning Deterministic Worlds: The Critical Role of Latent Geometry in Long-Horizon World Models CVPR 2026 Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity ICML 2025 Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems ICLR 2025 GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations ICLR 2024