Shiyuan Huang
12 papers · 2021–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27) π§ Keyword Pioneer π Conference Polyglot (8)
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Renaissance Researcher
(5)
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Dynamic Duo
(10)
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Century Club
(12)
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Unstoppable
(5)
Conferences
CVPR (5)
AAAI (1)
ACL (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICLR (1)
SEMEVAL (1)
Top co-authors
Keywords
few-shot learning
(5)
few-shot object detection
(4)
prompt optimization
(2)
vision transformer
(2)
large language model
(2)
metric learning
(2)
hallucination detection
(2)
object detection
(2)
factual accuracy
(1)
fact verification
(1)
transfer learning
(1)
knowledge distillation
(1)
self-supervised learning
(1)
multilingual nlp
(1)
feature clustering
(1)
feature learning
(1)
text representation
(1)
multimodal learning
(1)
sentiment analysis
(1)
text generation
(1)
Papers
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
ACL 2025
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
SEMEVAL 2025
Personalized Video Comment Generation
EMNLP 2024
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval
CVPR 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
CVPR 2023
Supervised Masked Knowledge Distillation for Few-Shot Transformers
CVPR 2023
TempCLR: Temporal Alignment Representation with Contrastive Learning
ICLR 2023
Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding across Heads
ECCV 2022
Few-Shot Object Detection With Fully Cross-Transformer
CVPR 2022
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition
CVPR 2022
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
AAAI 2022
Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks
ICCV 2021