Xiangming Meng
12 papers · 2020–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(9)
🏃
Academic Marathon
(5)
🏆
Grand Slam
💎
Century Club
(12)
🔥
Unstoppable
(6)
Conferences
AISTATS (2)
ICLR (2)
NIPS (2)
AAAI (1)
ACML (1)
CVPR (1)
ICCV (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
model selection
(2)
ising model
(2)
compressed sensing
(1)
continual learning
(1)
semantic segmentation
(1)
action recognition
(1)
feature correlation
(1)
video instance segmentation
(1)
variational inference
(1)
anomaly detection
(1)
bayesian inference
(1)
logistic regression
(1)
attention mechanism
(1)
data augmentation
(1)
high-dimensional inference
(1)
image generation
(1)
contrastive learning
(1)
spatio-temporal modeling
(1)
model compression
(1)
statistical learning
(1)
Papers
FIG: Flow with Interpolant Guidance for Linear Inverse Problems
ICLR 2025
UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling
ICCV 2025
SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer
CVPR 2025
SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data
IJCAI 2024
QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models
AAAI 2024
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems
ACML 2024
Average case analysis of Lasso under ultra sparse conditions
AISTATS 2023
On Model Selection Consistency of Lasso for High-Dimensional Ising Models
AISTATS 2023
Quantized Compressed Sensing with Score-Based Generative Models
ICLR 2023
Exact Solutions of a Deep Linear Network
NIPS 2022
Ising Model Selection Using $\ell_{1}$-Regularized Linear Regression: A Statistical Mechanics Analysis
NIPS 2021
Training Binary Neural Networks using the Bayesian Learning Rule
ICML 2020