Yi Xin
13 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (40) π§ Keyword Pioneer π Renaissance Researcher (6) π Conference Polyglot (4)
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Cross-Pollinator
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π₯
Mega-Team
(20)
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Keyword Collector
(80)
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Century Club
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Prolific Year
(6)
Conferences
AAAI (7)
ICCV (3)
NIPS (2)
ICLR (1)
Top co-authors
Research topics
Keywords
parameter-efficient transfer learning
(3)
diffusion transformer
(3)
text-to-image generation
(2)
image generation
(2)
generative model
(2)
multi-task learning
(2)
latent diffusion
(2)
diffusion model
(2)
model compression
(2)
multimodal learning
(2)
scene understanding
(1)
image synthesis
(1)
multi-modal learning
(1)
conditional generation
(1)
image captioning
(1)
transfer learning
(1)
benchmark evaluation
(1)
fisher information
(1)
token selection
(1)
class imbalance
(1)
Papers
TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
AAAI 2026
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge
AAAI 2026
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
AAAI 2026
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
ICCV 2025
Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models
AAAI 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
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
ICCV 2025
$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
ICLR 2025
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
NIPS 2024
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
NIPS 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding
AAAI 2024
MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning
AAAI 2024