Xinyin Ma
23 papers · 2020–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(18)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(107)
Top co-authors
Research topics
Machine Learning
(16)
Deep Learning
(15)
Application Areas
(11)
Models
(9)
Artificial Intelligence
(8)
Core AI
(8)
Computer Vision
(6)
Architectures
(6)
Natural Language Processing
(5)
Learning Types Β· Deep Learning
(5)
Optimization & Theory
(5)
Applications
(4)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Techniques
(3)
Keywords
model compression
(8)
knowledge distillation
(6)
diffusion model
(4)
diffusion transformer
(3)
image generation
(3)
model acceleration
(2)
inference acceleration
(2)
data-free distillation
(2)
structural pruning
(2)
denoising process
(2)
text classification
(1)
multimodal learning
(1)
document understanding
(1)
entity disambiguation
(1)
named entity recognition
(1)
variational inference
(1)
neural network pruning
(1)
question answering
(1)
adversarial training
(1)
entity linking
(1)
Papers
Language-guided Frequency Modulation for Large Vision-Language Models
CVPR 2026
Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models
AAAI 2026
Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens
ICCV 2025
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient
CVPR 2025
CoT-Valve: Length-Compressible Chain-of-Thought Tuning
ACL 2025
Diffusion Model is Effectively Its Own Teacher
CVPR 2025
TinyFusion: Diffusion Transformers Learned Shallow
CVPR 2025
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
NeurIPS 2024
DeepCache: Accelerating Diffusion Models for Free
CVPR 2024
Isomorphic Pruning for Vision Models
ECCV 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
NeurIPS 2024
LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis
Interspeech 2024
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
NeurIPS 2024
SlimSAM: 0.1% Data Makes Segment Anything Slim
NeurIPS 2024
DepGraph: Towards Any Structural Pruning
CVPR 2023
LLM-Pruner: On the Structural Pruning of Large Language Models
NeurIPS 2023
Structural Pruning for Diffusion Models
NeurIPS 2023
Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt
IJCAI 2022
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
ACL 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations
EMNLP 2021
Adversarial Self-Supervised Data-Free Distillation for Text Classification
EMNLP 2020
Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network
IJCAI 2020
SynET: Synonym Expansion using Transitivity
EMNLP 2020