Nianzu Yang
8 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
ICML (4)
ICLR (3)
NIPS (1)
Top co-authors
Keywords
domain generalization
(1)
domain adaptation
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
continuous time
(1)
sequential recommendation
(1)
molecular representation
(1)
molecular property prediction
(1)
environment inference
(1)
molecular representation learning
(1)
user behavior modeling
(1)
attention network
(1)
self-modulating attention
(1)
substructure invariance
(1)
environment-invariant learning
(1)
Papers
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
ICLR 2025
DSBRouter: End-to-end Global Routing via Diffusion Schrödinger Bridge
ICML 2025
MorphGrower: A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation
ICML 2024
Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
ICLR 2024
EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model
ICLR 2024
SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification
ICML 2024
Learning Substructure Invariance for Out-of-Distribution Molecular Representations
NIPS 2022
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation
ICML 2021