Zhichun Guo
14 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(7)
🐣
Hot Topic Early Bird
👑
Triple Crown
🏆
Grand Slam
🗃️
Keyword Collector
(66)
⚡
Prolific Year
(7)
💎
Century Club
(14)
🔥
Unstoppable
(5)
❓
The Questioner
(3)
Conferences
IJCAI (4)
NIPS (4)
ICLR (2)
AAAI (1)
EACL (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(7)
few-shot learning
(2)
node classification
(2)
message passing
(2)
collaborative filtering
(2)
knowledge distillation
(2)
link prediction
(2)
multi-task learning
(1)
adversarial learning
(1)
zero-shot learning
(1)
graph representation learning
(1)
graph classification
(1)
in-context learning
(1)
question answering
(1)
benchmark evaluation
(1)
multi-modal learning
(1)
adaptive learning
(1)
multimodal learning
(1)
graph representation
(1)
text generation
(1)
Papers
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond
IJCAI 2025
Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
NIPS 2024
How Does Message Passing Improve Collaborative Filtering?
NIPS 2024
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
NIPS 2024
Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency
ICLR 2023
Linkless Link Prediction via Relational Distillation
ICML 2023
Link Prediction with Non-Contrastive Learning
ICLR 2023
Boosting Graph Neural Networks via Adaptive Knowledge Distillation
AAAI 2023
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods
EACL 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
NIPS 2023
Graph-based Molecular Representation Learning
IJCAI 2023
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks
IJCAI 2022
RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
IJCAI 2022
Sentence-Permuted Paragraph Generation
EMNLP 2021