Sicong Leng
10 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(9)
Core AI
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Deep Learning
(6)
Machine Learning
(5)
Computer Vision
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
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(3)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
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(1)
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(1)
Keywords
multimodal learning
(3)
object hallucination
(2)
vision-language model
(2)
video understanding
(2)
visual grounding
(2)
causal inference
(2)
large vision-language model
(2)
anomaly detection
(1)
domain adaptation
(1)
contrastive learning
(1)
chain-of-thought reasoning
(1)
attention mechanism
(1)
medical imaging
(1)
visual reasoning
(1)
transfer learning
(1)
scene graph
(1)
video anomaly detection
(1)
visual question answering
(1)
message passing
(1)
text-to-image generation
(1)
Papers
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
CVPR 2026
Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy
CVPR 2025
From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning
ICCV 2025
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
CVPR 2025
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
NeurIPS 2024
Constrained Layout Generation with Factor Graphs
CVPR 2024
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
CVPR 2024
Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly
CVPR 2024
Tell2Design: A Dataset for Language-Guided Floor Plan Generation
ACL 2023
Interventional Video Grounding With Dual Contrastive Learning
CVPR 2021