Zhihong Deng
9 papers · 2014–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (10) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(27)
π§
Keyword Pioneer
π§¬
Topic Evolution
β
The Questioner
Conferences
NIPS (3)
IJCAI (2)
AAAI (1)
ACL (1)
COLING (1)
EMNLP (1)
Top co-authors
Keywords
attention mechanism
(2)
few-shot learning
(2)
zero-shot learning
(1)
knowledge distillation
(1)
sequential decision-making
(1)
variational inference
(1)
epistemic uncertainty
(1)
protein structure prediction
(1)
cross-entropy loss
(1)
transfer learning
(1)
machine translation
(1)
language modeling
(1)
text representation
(1)
markov chain monte carlo
(1)
vision transformer
(1)
parameter-efficient fine-tuning
(1)
sequence model
(1)
bayesian neural network
(1)
representation learning
(1)
causal inference
(1)
Papers
Retrieved Sequence Augmentation for Protein Representation Learning
EMNLP 2024
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning
IJCAI 2024
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
NIPS 2023
Focus Your Attention when Few-Shot Classification
NIPS 2023
Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract)
AAAI 2022
Variational Learning of Bayesian Neural Networks via Bayesian Dark Knowledge
IJCAI 2020
Fast Structured Decoding for Sequence Models
NIPS 2019
MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation
COLING 2018
A Novel Content Enriching Model for Microblog Using News Corpus
ACL 2014