Siran Chen
8 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (6)
ICCV (1)
WACV (1)
Top co-authors
Keywords
reinforcement learning
(3)
video recommendation
(2)
multi-agent system
(2)
video generation
(2)
diffusion model
(2)
autonomous driving
(2)
large language model
(2)
multimodal learning
(2)
text-to-image model
(1)
low-rank adaptation
(1)
multi-modal learning
(1)
state space model
(1)
multi-agent collaboration
(1)
video editing
(1)
implicit feedback
(1)
temporal attention
(1)
text-to-video generation
(1)
text-to-image generation
(1)
recommendation system
(1)
multimodal large language model
(1)
Papers
G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation
AAAI 2026
When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation
AAAI 2026
VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning
AAAI 2026
MagicStick: Controllable Video Editing via Control Handle Transformations
WACV 2025
H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving
AAAI 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents
ICCV 2025
M-BEV: Masked BEV Perception for Robust Autonomous Driving
AAAI 2024
Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free Videos
AAAI 2024