Shiyu Huang
13 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Squad
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Conference Pioneer
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(80)
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI Β· Artificial Intelligence
(10)
Machine Learning
(7)
Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Models
(4)
Reinforcement Learning
(3)
Methods
(3)
Application Areas
(2)
Core AI Β· Computer Vision
(2)
Learning Types Β· Deep Learning
(2)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Keywords
large language model
(4)
video question answering
(2)
multimodal large language model
(2)
preference alignment
(2)
policy optimization
(1)
variational inference
(1)
reinforcement learning
(1)
visual question answering
(1)
adversarial learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
object detection
(1)
temporal reasoning
(1)
preference optimization
(1)
video understanding
(1)
pedestrian detection
(1)
visual reasoning
(1)
visual grounding
(1)
behavior cloning
(1)
probabilistic inference
(1)
Papers
OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination
AAAI 2026
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
AAAI 2026
Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
ACL 2025
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
ICLR 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
CVPR 2025
LVBench: An Extreme Long Video Understanding Benchmark
ICCV 2025
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models
CVPR 2025
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization
AAAI 2024
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments
ACL 2024
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
NeurIPS 2023
SVQN: Sequential Variational Soft Q-Learning Networks
ICLR 2020
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks
AAAI 2019
Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters
CVPR 2017