Jianfei Zhang
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer
π
Cross-Pollinator
(12)
Conferences
COLING (2)
EMNLP (2)
ACL (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
variational inference
(2)
model selection
(1)
code retrieval
(1)
in-context learning
(1)
question answering
(1)
semantic representation
(1)
evidence lower bound
(1)
dual encoder
(1)
generative model
(1)
latent representation
(1)
variational autoencoder
(1)
parameter-efficient fine-tuning
(1)
embedding alignment
(1)
pre-trained language model
(1)
text generation
(1)
heterogeneous graph
(1)
pretrained language model
(1)
preference alignment
(1)
few-shot learning
(1)
Papers
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment
COLING 2025
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching
ACL 2025
ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search
COLING 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking
EMNLP 2024
Improving Variational Autoencoders with Density Gap-based Regularization
NIPS 2022
Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract)
IJCAI 2022
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval
EMNLP 2021