Xiang Zhuang
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (7)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🤝
Dynamic Duo
(10)
💎
Century Club
(10)
⚡
Prolific Year
(5)
🔥
Unstoppable
(5)
Conferences
ACL (3)
AAAI (2)
ICML (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
contrastive learning
(3)
large language model
(2)
molecular property prediction
(2)
protein language model
(2)
knowledge graph
(2)
molecular representation learning
(2)
self-supervised learning
(2)
graph neural network
(2)
cross-modal learning
(1)
diffusion process
(1)
multimodal learning
(1)
spectral analysis
(1)
monte carlo tree search
(1)
domain generalization
(1)
instruction tuning
(1)
model generalization
(1)
knowledge base
(1)
latent space
(1)
reward model
(1)
out-of-distribution generalization
(1)
Papers
Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
AAAI 2026
Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
ACL 2025
DePLM: Denoising Protein Language Models for Property Optimization
NIPS 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
ACL 2024
Enhancing Cross Text-Molecule Learning by Self-Augmentation
ACL 2024
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
ICML 2024
StableMask: Refining Causal Masking in Decoder-only Transformer
ICML 2024
Learning Invariant Molecular Representation in Latent Discrete Space
NIPS 2023
Graph Sampling-based Meta-Learning for Molecular Property Prediction
IJCAI 2023
Molecular Contrastive Learning with Chemical Element Knowledge Graph
AAAI 2022