James Y. Huang
9 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (23)
π₯
Mega-Team
(21)
π₯
Unstoppable
(5)
Conferences
ACL (3)
EMNLP (2)
NAACL (2)
EACL (1)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
sentence embedding
(2)
semantic similarity
(2)
transfer learning
(2)
representation learning
(2)
direct preference optimization
(1)
model adaptation
(1)
reinforcement learning
(1)
natural language understanding
(1)
multimodal learning
(1)
domain generalization
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
multimodal large language model
(1)
preference optimization
(1)
reward function
(1)
parameter-efficient tuning
(1)
dataset bia
(1)
attention mechanism
(1)
Papers
DeAL: Decoding-time Alignment for Large Language Models
ACL 2025
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
ICLR 2025
mDPO: Conditional Preference Optimization for Multimodal Large Language Models
EMNLP 2024
Contrastive Instruction Tuning
ACL 2024
Robust Natural Language Understanding with Residual Attention Debiasing
ACL 2023
Parameter-Efficient Tuning with Special Token Adaptation
EACL 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations
EMNLP 2023
Unified Semantic Typing with Meaningful Label Inference
NAACL 2022
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models
NAACL 2021