Yi Xin
14 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (38) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad ⚡ Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Research topics
Deep Learning
(11)
Machine Learning
(8)
Computer Vision
(7)
Models
(7)
Artificial Intelligence
(6)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(6)
Core AI · Artificial Intelligence
(5)
Application Areas
(4)
Generation
(4)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Interdisciplinary
(1)
Keywords
multimodal learning
(3)
diffusion transformer
(3)
image generation
(3)
diffusion model
(3)
parameter-efficient transfer learning
(3)
text-to-image generation
(2)
latent diffusion
(2)
multi-task learning
(2)
generative model
(2)
model compression
(2)
scene understanding
(1)
image synthesis
(1)
conditional generation
(1)
image captioning
(1)
transfer learning
(1)
benchmark evaluation
(1)
visual recognition
(1)
token selection
(1)
fisher information
(1)
class imbalance
(1)
Papers
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
AAAI 2026
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge
AAAI 2026
dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models
CVPR 2026
TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
AAAI 2026
D_2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
ICLR 2025
Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models
AAAI 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
ICCV 2025
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
ICCV 2025
Robust Logit Adjustment for Learning with Long-Tailed Noisy Data
AAAI 2025
TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning
ICCV 2025
MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning
AAAI 2024
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
NeurIPS 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding
AAAI 2024
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
NeurIPS 2024