Jiawei Peng
11 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π§ Keyword Pioneer π₯ Mega-Team Β· Squad
ποΈ
Keyword Collector
(62)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(5)
Natural Language Processing
(5)
Computer Vision
(4)
Applications Β· Natural Language Processing
(3)
Learning Types
(3)
Machine Learning
(2)
Analysis
(2)
Techniques
(2)
Understanding
(2)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Applications Β· Reinforcement Learning
(1)
Architectures
(1)
Keywords
pre-trained language model
(2)
construction grammar
(2)
large vision-language model
(2)
visual question answering
(2)
in-context learning
(2)
model fitting
(1)
sequence labeling
(1)
few-shot learning
(1)
natural language generation
(1)
scene graph
(1)
language modeling
(1)
semantic analysis
(1)
transfer learning
(1)
video understanding
(1)
natural language understanding
(1)
grammatical error correction
(1)
semantic representation
(1)
low-resource learning
(1)
visual reasoning
(1)
weakly supervised learning
(1)
Papers
4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos
WACV 2026
TVHighlights: LLM-Guided Human-Free Collaborative Training for Video Highlight Detection in Movies and TV Dramas
CVPR 2026
PartInstruct: Part-level Instruction Following for Fine-grained Robot Manipulation
RSS 2025
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism
ACL 2025
CoELM: Construction-Enhanced Language Modeling
ACL 2024
How to Configure Good In-Context Sequence for Visual Question Answering
CVPR 2024
LIVE: Learnable In-Context Vector for Visual Question Answering
NeurIPS 2024
Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape
ICCV 2023
Enhancing Language Representation with Constructional Information for Natural Language Understanding
ACL 2023
Transforming Visual Scene Graphs to Image Captions
ACL 2023
FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction
EMNLP 2022