Shiyu Zhao
16 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (41)
🧬
Topic Evolution
🗃️
Keyword Collector
(82)
💎
Century Club · Bronze
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Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Computer Vision
(6)
Learning Types · Deep Learning
(6)
Natural Language Processing
(5)
Analysis
(5)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Architectures
(2)
Models
(2)
Processing
(2)
Resources & Methods
(2)
Keywords
large language model
(4)
object detection
(3)
neural machine translation
(2)
model ensemble
(2)
chain-of-thought reasoning
(2)
transformer architecture
(2)
open-vocabulary object detection
(2)
multimodal large language model
(2)
motion estimation
(2)
open-vocabulary detection
(2)
computer vision
(1)
knowledge distillation
(1)
question answering
(1)
attention mechanism
(1)
ensemble learning
(1)
feature learning
(1)
frame interpolation
(1)
referring expression
(1)
domain adaptation
(1)
autonomous driving
(1)
Papers
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction
CVPR 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation
ICLR 2025
MLLM-as-a-Judge for Image Safety without Human Labeling
CVPR 2025
Token-Budget-Aware LLM Reasoning
ACL 2025
AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving
CVPR 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
NeurIPS 2024
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
NeurIPS 2024
Generating Enhanced Negatives for Training Language-Based Object Detectors
CVPR 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
NeurIPS 2024
Taming Self-Training for Open-Vocabulary Object Detection
CVPR 2024
OmniLabel: A Challenging Benchmark for Language-Based Object Detection
ICCV 2023
Exploiting Unlabeled Data with Vision and Language Models for Object Detection
ECCV 2022
Global Matching With Overlapping Attention for Optical Flow Estimation
CVPR 2022
Deep Animation Video Interpolation in the Wild
CVPR 2021
The Mininglamp Machine Translation System for WMT21
EMNLP 2021
OPPO’s Machine Translation Systems for WMT20
EMNLP 2020