Xiang Zhuang
10 papers · 2022–2026 · 5 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
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π€ Dynamic Duo (10)
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(5)
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Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Core AI
(5)
Optimization & Theory
(4)
Natural Language Processing
(3)
Models
(3)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
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(2)
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(2)
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(2)
Keywords
contrastive learning
(3)
protein language model
(3)
self-supervised learning
(2)
molecular property prediction
(2)
knowledge graph
(2)
molecular representation learning
(2)
graph neural network
(2)
large language model
(2)
multimodal learning
(1)
instruction tuning
(1)
language modeling
(1)
diffusion process
(1)
spectral analysis
(1)
monte carlo tree search
(1)
domain generalization
(1)
knowledge base
(1)
latent space
(1)
out-of-distribution generalization
(1)
reward model
(1)
diffusion model
(1)
Papers
Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
AAAI 2026
Boosting LLMβs Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
ACL 2025
DePLM: Denoising Protein Language Models for Property Optimization
NeurIPS 2024
Enhancing Cross Text-Molecule Learning by Self-Augmentation
ACL 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
ACL 2024
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
ICML 2024
StableMask: Refining Causal Masking in Decoder-only Transformer
ICML 2024
Graph Sampling-based Meta-Learning for Molecular Property Prediction
IJCAI 2023
Learning Invariant Molecular Representation in Latent Discrete Space
NeurIPS 2023
Molecular Contrastive Learning with Chemical Element Knowledge Graph
AAAI 2022