Tianchen Zhao

Xianpeng Wang

Xiangman Song

Neurocomputing, 2025

TransADMM: Transformer enhanced unrolling alternating direction method of multipliers framework for electrical impedance tomography.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Salient Concept-Aware Generative Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

REACT3D: Real-time Edge Accelerator for Incremental Training in 3D Gaussian Splatting based SLAM Systems.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.

[BibT_eX]

[DOI]

Widyadewi Soedarmadji

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

PARO: Hardware-Software Co-design with Pattern-aware Reorder-based Attention Quantization in Video Generation Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization.

[BibT_eX]

[DOI]

CoRR, 2024

DiTFastAttn: Attention Compression for Diffusion Transformer Models.

[BibT_eX]

[DOI]

CoRR, 2024

Principles of Designing Robust Remote Face Anti-Spoofing Systems.

[BibT_eX]

[DOI]

CoRR, 2024

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation.

[BibT_eX]

[DOI]

Widyadewi Soedarmadji

CoRR, 2024

TCP: Triplet Contrastive-relationship Preserving for Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

DiTFastAttn: Attention Compression for Diffusion Transformer Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Rad-NeRF: Ray-decoupled Training of Neural Radiance Field.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

DyPIM: Dynamic-Inference-Enabled Processing - In-Memory Accelerator.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

FlashEval: Towards Fast and Accurate Evaluation of Text-to-Image Diffusion Generative Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Reinforcement Learning for Path Planning in Communication-Limited Environments.

[BibT_eX]

[DOI]

Michel Kadoch

Rongqun Peng

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024

2023

Crack detection of continuous casting slab by evolutionary topology backbone search.

[BibT_eX]

[DOI]

Appl. Soft Comput., October, 2023

A Generic Graph-Based Neural Architecture Encoding Scheme With Multifaceted Information.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Meta-variational quantum Monte Carlo.

[BibT_eX]

[DOI]

Quantum Mach. Intell., June, 2023

Scalable neural quantum states architecture for quantum chemistry.

[BibT_eX]

[DOI]

Mach. Learn. Sci. Technol., June, 2023

Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS "Cold-Start".

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Memory-Oriented Structural Pruning for Efficient Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Exploring the Potential of Low-Bit Training of Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Hierarchical Heterogeneous Graph for Unsupervised SAR Image Change Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Unsupervised Multi-Look SAR Image Change Detection Driven by Dual-Layer Graph With Intensity and Texture Attributes.

[BibT_eX]

[DOI]

Jun Wang

Xiaoliang Jiang

IEEE Geosci. Remote. Sens. Lett., 2022

Quantum-inspired variational algorithms for partial differential equations: Application to financial derivative pricing.

[BibT_eX]

[DOI]

CoRR, 2022

TA-GATES: An Encoding Scheme for Neural Network Architectures.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Natural evolution strategies and variational Monte Carlo.

[BibT_eX]

[DOI]

Giuseppe Carleo

Mach. Learn. Sci. Technol., 2021

Overcoming barriers to scalability in variational quantum Monte Carlo.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Learning Self-Consistency for Deepfake Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Multi-shot NAS for Discovering Adversarially Robust Convolutional Neural Architectures at Targeted Capacities.

[BibT_eX]

[DOI]

CoRR, 2020

aw_nas: A Modularized and Extensible NAS framework.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Recognize Patch-Wise Consistency for Deepfake Detection.

[BibT_eX]

[DOI]

CoRR, 2020

BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures.

[BibT_eX]

[DOI]

CoRR, 2020

Meta Variational Monte Carlo.

[BibT_eX]

[DOI]

CoRR, 2020

A Surgery of the Neural Architecture Evaluators.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Lower Bit Multiplication for Convolutional Neural Network Training.

[BibT_eX]

[DOI]

CoRR, 2020

Natural evolution strategies and quantum approximate optimization.

[BibT_eX]

[DOI]

Giuseppe Carleo

CoRR, 2020

A Generic Graph-Based Neural Architecture Encoding Scheme for Predictor-Based NAS.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Diversity-Sensitive Conditional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Adversarial Defense via Learning to Generate Diverse Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Information Theoretic Interpretation of Deep learning.

[BibT_eX]

[DOI]