Ke Ma

24 papers · 2018–2026 · 9 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9)

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (9) 🏆 Keyword Champion (3) 🗃️ Keyword Collector (105) 🚀 Conference Pioneer 💎 Century Club (20) ⚡ Prolific Year (7)

Conferences

AAAI (6) CVPR (5) ACL (3) ECCV (3) ICML (2) NIPS (2) AISTATS (1) ICCV (1) IJCAI (1)

Top co-authors

Qianqian Xu (8) Xiaochun Cao (5) Qingming Huang (5) Yingfei Sun (4) Gaozheng Pei (3) Jue Wang (3) Bin Guo (3) Jiaqi Tang (3) Xiaojun Jia (3) Zhixin Shu (3)

Research topics

Privacy (1)

Keywords

image restoration (3) ordinal embedding (3) diffusion model (3) model compression (2) stochastic gradient descent (1) metric learning (1) dimensionality reduction (1) nonconvex optimization (1) reinforcement learning (1) transfer learning (1) vision transformer (1) matrix factorization (1) video generation (1) attention mechanism (1) data augmentation (1) knowledge transfer (1) question answering (1) global convergence (1) test-time adaptation (1) adversarial learning (1)

Papers

LidarPainter: One-Step Away from Any Lidar View to Novel Guidance AAAI 2026 SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection ACL 2026 Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding ACL 2026 Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids AAAI 2026 SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity CVPR 2025 Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting AAAI 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device CVPR 2025 Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain ICML 2025 Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs ICML 2025 HAWK: Learning to Understand Open-World Video Anomalies NIPS 2024 "Towards Dual Transparent Liquid Level Estimation in Biomedical Lab: Dataset, Methods and Practice" ECCV 2024 Slicing Vision Transformer for Flexible Inference NIPS 2024 Learning an Isometric Surface Parameterization for Texture Unwrapping ECCV 2022 Prior-Guided Adversarial Initialization for Fast Adversarial Training ECCV 2022 Quaternion Ordinal Embedding IJCAI 2022 LAS-AT: Adversarial Training With Learnable Attack Strategy CVPR 2022 What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models AAAI 2021 Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin AAAI 2019 DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks ICCV 2019 Robust Ordinal Embedding from Contaminated Relative Comparisons AAAI 2019 DocUNet: Document Image Unwarping via a Stacked U-Net CVPR 2018 Finding Global Optima in Nonconvex Stochastic Semidefinite Optimization with Variance Reduction AISTATS 2018