Mengtian Li
19 papers · 2020–2026 · 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 (34)
🧬
Topic Evolution
🗃️
Keyword Collector
(98)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(14)
Core AI
(14)
Computer Vision
(10)
Deep Learning
(8)
Models
(7)
Machine Learning
(6)
Analysis
(6)
Application Areas
(4)
Generation
(4)
Domain-Specific
(3)
Computer Science
(2)
Applications
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
diffusion model
(4)
object detection
(4)
large language model
(3)
autonomous driving
(3)
semantic segmentation
(2)
low-rank adaptation
(2)
scene generation
(2)
multi-agent system
(2)
motion forecasting
(1)
trajectory prediction
(1)
video generation
(1)
multimodal learning
(1)
knowledge distillation
(1)
image editing
(1)
transfer learning
(1)
procedural generation
(1)
sensor fusion
(1)
weakly supervised learning
(1)
neural network optimization
(1)
text-to-image generation
(1)
Papers
DreamStyle: A Unified Framework for Video Stylization
CVPR 2026
FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation
AAAI 2026
FoleyDesigner: Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for Film Clips
CVPR 2026
GardenDesigner: Encoding Aesthetic Principles into Jiangnan Garden Construction via a Chain of Agents
CVPR 2026
CustAny: Customizing Anything from A Single Example
CVPR 2025
FilmComposer: LLM-Driven Music Production for Silent Film Clips
CVPR 2025
HieraFashDiff: Hierarchical Fashion Design with Multi-stage Diffusion Models
AAAI 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis
CVPR 2025
StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts
CVPR 2025
SonicVisionLM: Playing Sound with Vision Language Models
CVPR 2024
Far3Det: Towards Far-Field 3D Detection
WACV 2023
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation
ICML 2023
Learning To Zoom and Unzoom
CVPR 2023
Forecasting From LiDAR via Future Object Detection
CVPR 2022
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization
CVPR 2022
Hyperspherical Learning in Multi-Label Classification
ECCV 2022
FOVEA: Foveated Image Magnification for Autonomous Navigation
ICCV 2021
Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints
ICLR 2020
Towards Streaming Perception
ECCV 2020