Yichen Liu
17 papers · 2021–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Renaissance Researcher
(8)
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Research topics
Computer Vision
(7)
Deep Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Generation
(4)
Learning Types
(4)
Analysis
(3)
Domain-Specific
(3)
Processing
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Keywords
neural radiance field
(3)
large language model
(3)
diffusion transformer
(2)
contrastive learning
(2)
question answering
(2)
multimodal large language model
(2)
image generation
(1)
object detection
(1)
benchmark evaluation
(1)
curriculum learning
(1)
visual perception
(1)
video prediction
(1)
attention mechanism
(1)
voice conversion
(1)
semantic segmentation
(1)
autonomous driving
(1)
multimodal learning
(1)
vision-language navigation
(1)
3d vision
(1)
information retrieval
(1)
Papers
AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation
CVPR 2026
Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control
CVPR 2026
Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning
ACL 2026
Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning
CVPR 2026
HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images
CVPR 2026
LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios
ACL 2025
ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework
EMNLP 2025
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction
CVPR 2025
UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving
ICCV 2025
Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model Learning
RSS 2024
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
NeurIPS 2024
SANeRF-HQ: Segment Anything for NeRF in High Quality
CVPR 2024
Instance Neural Radiance Field
ICCV 2023
NeRF-RPN: A General Framework for Object Detection in NeRFs
CVPR 2023
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
ICML 2023
Learning Visual Styles from Audio-Visual Associations
ECCV 2022
CVC: Contrastive Learning for Non-Parallel Voice Conversion
Interspeech 2021