Jinhua Zhu
18 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (49) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
π€
Dynamic Duo
(13)
π
Renaissance Researcher
(5)
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(99)
Venues
Top co-authors
Research topics
Deep Learning
(14)
Machine Learning
(11)
Natural Language Processing
(9)
Artificial Intelligence
(8)
Architectures
(8)
Core AI
(8)
Learning Types Β· Deep Learning
(8)
Applications
(6)
Application Areas
(5)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Techniques
(4)
Healthcare & Medicine
(2)
Reinforcement Learning
(2)
Generation
(2)
Keywords
neural machine translation
(6)
drug discovery
(3)
language model
(3)
sample efficiency
(2)
data augmentation
(2)
knowledge distillation
(2)
molecular representation
(2)
molecular property prediction
(2)
multi-task learning
(2)
biological text
(2)
semi-supervised learning
(1)
attention mechanism
(1)
machine translation
(1)
motion planning
(1)
direct preference optimization
(1)
embedding space
(1)
reinforcement learning
(1)
code generation
(1)
dense retrieval
(1)
information retrieval
(1)
Papers
Bias Fitting to Mitigate Length Bias of Reward Model in RLHF
ACL 2026
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
ICLR 2025
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?
EMNLP 2024
Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble
ACL 2024
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning
ICML 2024
O-GNN: incorporating ring priors into molecular modeling
ICLR 2023
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
EMNLP 2023
FABind: Fast and Accurate Protein-Ligand Binding
NeurIPS 2023
Making Better Decision by Directly Planning in Continuous Control
ICLR 2023
IOT: Instance-wise Layer Reordering for Transformer Structures
ICLR 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation
ACL 2021
Return-Based Contrastive Representation Learning for Reinforcement Learning
ICLR 2021
Incorporating BERT into Neural Machine Translation
ICLR 2020
Machine Translation With Weakly Paired Documents
EMNLP 2019
Microsoft Research Asiaβs Systems for WMT19
ACL 2019
Normalization Helps Training of Quantized LSTM
NeurIPS 2019
Soft Contextual Data Augmentation for Neural Machine Translation
ACL 2019