Zijing Liu
12 papers · 2021–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7)
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Taxonomy Completionist
(37)
π
Interdisciplinary Bridge
π
Triple Crown
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(73)
β
The Questioner
π
Century Club
(12)
Conferences
EMNLP (3)
NIPS (2)
UAI (2)
ACL (1)
COLING (1)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Research topics
Keywords
large language model
(3)
molecular representation
(2)
drug discovery
(2)
reinforcement learning
(1)
domain generalization
(1)
transfer learning
(1)
adversarial robustness
(1)
matrix factorization
(1)
factual accuracy
(1)
question answering
(1)
text generation
(1)
multi-modal learning
(1)
adversarial training
(1)
model adaptation
(1)
instruction tuning
(1)
neural network optimization
(1)
dimension reduction
(1)
gaussian process
(1)
time series
(1)
domain adaptation
(1)
Papers
Rethinking Text-based Protein Understanding: Retrieval or LLM?
EMNLP 2025
Parameter-Efficient Fine-Tuning via Circular Convolution
ACL 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
COLING 2025
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models
NAACL 2025
Protein Multimer Structure Prediction via Prompt Learning
ICLR 2024
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
ICML 2024
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning
NIPS 2024
Towards Stable Representations for Protein Interface Prediction
NIPS 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
EMNLP 2024
PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes
EMNLP 2024
Dimension reduction for data with heterogeneous missingness
UAI 2021
Similarity measure for sparse time course data based on Gaussian processes
UAI 2021