Xinyin Ma
23 papers · 2020–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (5)
🌈
Renaissance Researcher
(5)
🌍
Conference Polyglot
(9)
🏃
Academic Marathon
(5)
🤝
Dynamic Duo
(16)
🧬
Topic Evolution
💎
Century Club
(22)
🗃️
Keyword Collector
(103)
⚡
Prolific Year
(7)
🔥
Unstoppable
(6)
Conferences
NIPS (6)
CVPR (5)
EMNLP (3)
ACL (2)
IJCAI (2)
AAAI (1)
ECCV (1)
ICCV (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
Keywords
model compression
(8)
knowledge distillation
(6)
diffusion model
(4)
diffusion transformer
(3)
image generation
(3)
data-free distillation
(2)
span classification
(2)
named entity recognition
(2)
model acceleration
(2)
boundary regression
(2)
inference acceleration
(2)
denoising process
(2)
structural pruning
(2)
nested entity
(2)
model architecture
(1)
entity disambiguation
(1)
text classification
(1)
document understanding
(1)
variational inference
(1)
neural network pruning
(1)
Papers
Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models
AAAI 2026
TinyFusion: Diffusion Transformers Learned Shallow
CVPR 2025
CoT-Valve: Length-Compressible Chain-of-Thought Tuning
ACL 2025
Diffusion Model is Effectively Its Own Teacher
CVPR 2025
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient
CVPR 2025
Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens
ICCV 2025
Isomorphic Pruning for Vision Models
ECCV 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
NIPS 2024
SlimSAM: 0.1% Data Makes Segment Anything Slim
NIPS 2024
DeepCache: Accelerating Diffusion Models for Free
CVPR 2024
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
NIPS 2024
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising
NIPS 2024
LiteFocus: Accelerated Diffusion Inference for Long Audio Synthesis
INTERSPEECH 2024
DepGraph: Towards Any Structural Pruning
CVPR 2023
Structural Pruning for Diffusion Models
NIPS 2023
LLM-Pruner: On the Structural Pruning of Large Language Models
NIPS 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
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
IJCNLP 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations
EMNLP 2021
Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network
IJCAI 2020
SynET: Synonym Expansion using Transitivity
EMNLP 2020
Adversarial Self-Supervised Data-Free Distillation for Text Classification
EMNLP 2020