← Authors

Mingkui Tan

86 papers · 2014–2026 · 14 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (14) 🐝 Cross-Pollinator (4) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (10) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ† Keyword Champion (4) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (367) πŸ“ˆ Trend Setter πŸ’Ž Century Club (82) πŸ”₯ Unstoppable (12) πŸš€ Conference Pioneer

Conferences

CVPR (21) AAAI (11) ICML (11) ICCV (9) IJCAI (9) NIPS (9) ECCV (5) ICLR (3) ACML (2) JMLR (2) ACL (1) AISTATS (1) COLING (1) NAACL (1)

Top co-authors

Peihao Chen (11) Chuang Gan (10) Qingyao Wu (10) Shuhai Zhang (9) Qi Wu (9) Shuaicheng Niu (9) Peilin Zhao (8) Bohan Zhuang (8) Chunhua Shen (7) Yifan Zhang (7)

Keywords

model compression (6) action recognition (5) contrastive learning (5) multimodal learning (5) large language model (4) self-supervised learning (4) generative adversarial network (4) knowledge distillation (4) neural network (4) heterogeneous domain adaptation (4) video representation learning (3) domain adaptation (3) optimal transport (3) model quantization (3) test-time adaptation (3) transfer learning (3) semantic segmentation (3) neural network quantization (3) text generation (3) neural architecture search (3)

Papers

FAM: Fine-Grained Alignment Matters in Multimodal Embedding Learning with Large Vision-Language Models AAAI 2026
NaVLA$^2$: A Vision-Language-Audio-Action Model for Multimodal Instruction Navigation AAAI 2026
Action-and-object Aware Alignment for Partially Relevant Video Retrieval AAAI 2026
SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition AAAI 2026
Frequency-Aware Autoregressive Modeling for Efficient High-Resolution Image Synthesis ICCV 2025
Curse of High Dimensionality Issue in Transformer for Long Context Modeling ICML 2025
Test-time Adapted Reinforcement Learning with Action Entropy Regularization ICML 2025
Test-Time Learning for Large Language Models ICML 2025
Core Context Aware Transformers for Long Context Language Modeling ICML 2025
Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement NAACL 2025
Understanding Emotional Body Expressions via Large Language Models AAAI 2025
LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences CVPR 2025
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance IJCAI 2025
Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025
Deep Electromagnetic Structure Design Under Limited Evaluation Budgets ICML 2025
Cross-Device Collaborative Test-Time Adaptation NIPS 2024
G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images CVPR 2024
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024
HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models CVPR 2024
Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation ICLR 2024
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy ICLR 2024
Hard Sample Matters a Lot in Zero-Shot Quantization CVPR 2023
FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation NIPS 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction NIPS 2023
Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering ACL 2023
Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score ICML 2023
Towards Stable Test-time Adaptation in Dynamic Wild World ICLR 2023
Learning Vision-and-Language Navigation from YouTube Videos ICCV 2023
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation ICCV 2023
Cross-Ray Neural Radiance Fields for Novel-View Synthesis from Unconstrained Image Collections ICCV 2023
Masked Motion Encoding for Self-Supervised Video Representation Learning CVPR 2023
Learning Active Camera for Multi-Object Navigation NIPS 2022
Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation NIPS 2022
Efficient Test-Time Model Adaptation without Forgetting ICML 2022
Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints AAAI 2022
DAS: Densely-Anchored Sampling for Deep Metric Learning ECCV 2022
V2C: Visual Voice Cloning CVPR 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation ECCV 2022
Contrastive Neural Architecture Search With Neural Architecture Comparators CVPR 2021
Debiased Visual Question Answering from Feature and Sample Perspectives NIPS 2021
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021
How to Train Your Agent to Read and Write AAAI 2021
Towards Accurate Text-Based Image Captioning With Content Diversity Exploration CVPR 2021
AQD: Towards Accurate Quantized Object Detection CVPR 2021
Instance Segmentation in 3D Scenes Using Semantic Superpoint Tree Networks ICCV 2021
ASCNet: Self-Supervised Video Representation Learning With Appearance-Speed Consistency ICCV 2021
Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation ICCV 2021
AdaXpert: Adapting Neural Architecture for Growing Data ICML 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search ICML 2020
Intelligent Home 3D: Automatic 3D-House Design From Linguistic Descriptions Only CVPR 2020
Length-Controllable Image Captioning ECCV 2020
Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020
Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification IJCAI 2020
Dense Regression Network for Video Grounding CVPR 2020
Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020
Training Quantized Neural Networks With a Full-Precision Auxiliary Module CVPR 2020
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020
Location-Aware Graph Convolutional Networks for Video Question Answering AAAI 2020
Deep Transferring Quantization ECCV 2020
Generative Low-bitwidth Data Free Quantization ECCV 2020
Graph Convolutional Networks for Temporal Action Localization ICCV 2019
Oversampling for Imbalanced Data via Optimal Transport AAAI 2019
Domain-Symmetric Networks for Adversarial Domain Adaptation CVPR 2019
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation CVPR 2019
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
Multi-marginal Wasserstein GAN NIPS 2019
Multi-class Heterogeneous Domain Adaptation JMLR 2019
Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018
Discrimination-aware Channel Pruning for Deep Neural Networks NIPS 2018
Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018
Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018
Adversarial Learning with Local Coordinate Coding ICML 2018
Visual Grounding via Accumulated Attention CVPR 2018
Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018
Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation IJCAI 2017
Self-Paced Kernel Estimation for Robust Blind Image Deblurring ICCV 2017
On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017
Blind Image Deconvolution by Automatic Gradient Activation CVPR 2016
Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016
Fast Algorithms for Linear and Kernel SVM+ CVPR 2016
Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search IJCAI 2015
Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015
Heterogeneous Domain Adaptation for Multiple Classes AISTATS 2014
Riemannian Pursuit for Big Matrix Recovery ICML 2014
Towards Ultrahigh Dimensional Feature Selection for Big Data JMLR 2014