Shufang Xie
23 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (43) π Conference Polyglot (8) π Renaissance Researcher (7) π§ Keyword Pioneer
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Triple Crown
π
Grand Slam
π€
Dynamic Duo
(17)
β‘
Prolific Year
(6)
π
Century Club
(21)
π₯
Unstoppable
(5)
π
Trend Setter
ποΈ
Keyword Collector
(76)
β
The Questioner
Conferences
ACL (8)
ICLR (4)
ICML (3)
AAAI (2)
NAACL (2)
NIPS (2)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
neural machine translation
(7)
drug discovery
(4)
language model
(3)
sequence concatenation
(2)
data augmentation
(2)
multi-task learning
(2)
knowledge distillation
(2)
zero-shot learning
(1)
reinforcement learning
(1)
causal inference
(1)
attention mechanism
(1)
text classification
(1)
hierarchical modeling
(1)
cross-lingual transfer
(1)
transformer architecture
(1)
dialogue generation
(1)
model evaluation
(1)
transfer learning
(1)
response generation
(1)
multilingual translation
(1)
Papers
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026
Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
ACL 2026
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
An Analysis and Mitigation of the Reversal Curse
EMNLP 2024
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization
ACL 2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training
ACL 2023
Extract and Attend: Improving Entity Translation in Neural Machine Translation
ACL 2023
Retrosynthetic Planning with Dual Value Networks
ICML 2023
$\mathcal{O}$-GNN: incorporating ring priors into molecular modeling
ICLR 2023
FABind: Fast and Accurate Protein-Ligand Binding
NIPS 2023
De Novo Molecular Generation via Connection-aware Motif Mining
ICLR 2023
Retrosynthesis Prediction with Local Template Retrieval
AAAI 2023
Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation
ACL 2023
Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records
NIPS 2022
Target-Side Input Augmentation for Sequence to Sequence Generation
ICLR 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations
NAACL 2022
Temporally Correlated Task Scheduling for Sequence Learning
ICML 2021
IOT: Instance-wise Layer Reordering for Transformer Structures
ICLR 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation
IJCNLP 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost
NAACL 2021
Learning to Reweight with Deep Interactions
AAAI 2021
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation
ACL 2021
Sequence Generation with Mixed Representations
ICML 2020