Longteng Guo
18 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird
π¬
Deep Specialist
(13)
π€
Dynamic Duo
(17)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(99)
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(17)
Core AI
(17)
Deep Learning
(10)
Machine Learning
(9)
Computer Vision
(8)
Natural Language Processing
(5)
Application Areas
(5)
Learning Types Β· Deep Learning
(5)
Processing
(4)
Architectures
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Models
(3)
Resources & Methods
(3)
Applications
(2)
Keywords
video understanding
(5)
multimodal learning
(4)
multimodal large language model
(4)
image captioning
(3)
video-language model
(3)
visual question answering
(3)
large language model
(2)
mixture of expert
(2)
vision-language model
(2)
video large language model
(2)
adversarial learning
(1)
temporal reasoning
(1)
question answering
(1)
video captioning
(1)
image segmentation
(1)
multi-agent reinforcement learning
(1)
motion estimation
(1)
visual grounding
(1)
semantic segmentation
(1)
trajectory prediction
(1)
Papers
AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding
CVPR 2026
M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering
ACL 2026
ROSE: Rotate Your Large Language Model to See
CVPR 2026
UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories
AAAI 2026
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
ICLR 2025
Breaking the Encoder Barrier for Seamless Video-Language Understanding
ICCV 2025
Efficient Motion-Aware Video MLLM
CVPR 2025
GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation
WACV 2025
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
ICLR 2025
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding
EMNLP 2025
VRoPE: Rotary Position Embedding for Video Large Language Models
EMNLP 2025
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE
AAAI 2024
SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models
CVPR 2024
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering
EMNLP 2024
Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation
CVPR 2024
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning
IJCAI 2020
Normalized and Geometry-Aware Self-Attention Network for Image Captioning
CVPR 2020
MSCap: Multi-Style Image Captioning With Unpaired Stylized Text
CVPR 2019