Wei‐Ying Ma

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All published works

Action	Title	Year	Authors
+ PDF Chat	ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer	2024	Jinyi Hu Shengding Hu Yuxuan Song Yufei Huang Mingxuan Wang N. Zhou Zhiyuan Liu Wei‐Ying Ma Maosong Sun
+ PDF Chat	Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain	2024	Guang-Bin Huang M. Brandon Westover Eng‐King Tan Haibo Wang Dongshun Cui Wei‐Ying Ma Tiantong Wang Qi He Haikun Wei Ning Wang
+ PDF Chat	Structure-Based Molecule Optimization via Gradient-Guided Bayesian Update	2024	Kun Qiu Yuxuan Song Jie Yu Hongbo Ma Ziyao Cao Zhilong Zhang Yushuai Wu Mingyue Zheng Hao Zhou Wei‐Ying Ma
+ PDF Chat	UniGEM: A Unified Approach to Generation and Property Prediction for Molecules	2024	Shikun Feng Yuyan Ni Yan Lü Zhi-Ming Ma Wei‐Ying Ma Yanyan Lan
+ PDF Chat	Pre-training with Fractional Denoising to Enhance Molecular Property Prediction	2024	Yuyan Ni Shikun Feng Xin Hong Yuancheng Sun Wei‐Ying Ma Zhi-Ming Ma Qiwei Ye Yanyan Lan
+ PDF Chat	From Theory to Therapy: Reframing SBDD Model Evaluation via Practical Metrics	2024	Bowen Gao Haichuan Tan Yanwen Huang Minsi Ren Xiao Huang Wei‐Ying Ma Yaqin Zhang Yanyan Lan
+ PDF Chat	UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning	2024	Shikun Feng Yuyan Ni Minghao Li Yanwen Huang Zhi-Ming Ma Wei‐Ying Ma Yanyan Lan
+ PDF Chat	MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space	2024	Yanru Qu Keyue Qiu Yuxuan Song Jingjing Gong Jiawei Han Mingyue Zheng Hao Zhou Wei‐Ying Ma
+ PDF Chat	Unified Generative Modeling of 3D Molecules via Bayesian Flow Networks	2024	Yuxuan Song Jingjing Gong Yanru Qu Hao Zhou Mingyue Zheng Jingjing Liu Wei‐Ying Ma
+ PDF Chat	Multi-Scale Protein Language Model for Unified Molecular Modeling	2024	Kangjie Zheng Siyu Long Tianyu Lu Junwei Yang Xinyu Dai Ming Zhang Zaiqing Nie Wei‐Ying Ma Hao Zhou
+ PDF Chat	Multi-Scale Protein Language Model for Unified Molecular Modeling	2024	Kangjie Zheng Siyu Long Tianyu Lu Junwei Yang Xinyu Dai Ming Zhang Zaiqing Nie Wei‐Ying Ma Hao Zhou
+ PDF Chat	Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion	2024	Bowen Gao Minsi Ren Yuyan Ni Yanwen Huang Bo Qiang Zhi-Ming Ma Wei‐Ying Ma Yanyan Lan
+ PDF Chat	Contextual Molecule Representation Learning from Chemical Reaction Knowledge	2024	Han Tang Shikun Feng Bicheng Lin Yuyan Ni JIngjing Liu Wei‐Ying Ma Yanyan Lan
+	Fractional Denoising for 3D Molecular Pre-training	2023	Shikun Feng Yuyan Ni Yanyan Lan Zhi-Ming Ma Wei‐Ying Ma
+	UniMAP: Universal SMILES-Graph Representation Learning	2023	Shikun Feng Lixin Yang Wei‐Ying Ma Yanyan Lan
+	Sliced Denoising: A Physics-Informed Molecular Pre-Training Method	2023	Yuyan Ni Shikun Feng Wei‐Ying Ma Zhi-Ming Ma Yanyan Lan
+	RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation	2023	Yiming Wang Yuxuan Song Minkai Xu Rui Wang Hao Zhou Wei‐Ying Ma
+	Equivariant Flow Matching with Hybrid Probability Transport	2023	Yuxuan Song Jingjing Gong Minkai Xu Ziyao Cao Yanyan Lan Stefano Ermon Hao Zhou Wei‐Ying Ma
+ PDF Chat	PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction	2022	Yuancheng Sun Yimeng Chen Weizhi Ma Wenhao Huang Kang Liu Zhiming Ma Wei‐Ying Ma Yanyan Lan
+ PDF Chat	Controllable Person Image Synthesis With Attribute-Decomposed GAN	2020	Yifang Men Yiming Mao Yuning Jiang Wei‐Ying Ma Zhouhui Lian
+	Controllable Person Image Synthesis with Attribute-Decomposed GAN	2020	Yifang Men Yiming Mao Yuning Jiang Wei‐Ying Ma Zhouhui Lian
+	UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations	2019	Hao Wu Jiayuan Mao Yufeng Zhang Yuning Jiang Lei Li Weiwei Sun Wei‐Ying Ma
+	Effective Domain Knowledge Transfer with Soft Fine-tuning	2019	Zhichen Zhao Bowen Zhang Yuning Jiang Xu Li Lei Li Wei‐Ying Ma
+ PDF Chat	Topic Aware Neural Response Generation	2017	Xing Chen Wei Wu Yu Wu Jie Liu Yalou Huang Ming Zhou Wei‐Ying Ma
+	Automatic Dataset Augmentation	2017	Yalong Bai Kuiyuan Yang Wei‐Ying Ma Tiejun Zhao
+	Dual Learning for Machine Translation	2016	Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie‐Yan Liu Wei‐Ying Ma
+	Topic Augmented Neural Response Generation with a Joint Attention Mechanism.	2016	Xing Chen Wei Wu Yu Wu Jie Liu Yalou Huang Ming Zhou Wei‐Ying Ma
+	Dual Learning for Machine Translation	2016	Di He Yingce Xia Tao Qin Liwei Wang Nenghai Yu Tie‐Yan Liu Wei‐Ying Ma
+	Topic Aware Neural Response Generation	2016	Xing Chen Wei Wu Yu Wu Jie Liu Yalou Huang Ming Zhou Wei‐Ying Ma
+	LightLDA: Big Topic Models on Modest Compute Clusters	2014	Jinhui Yuan Fei Gao Qirong Ho Wei Dai Jinliang Wei Xun Zheng Eric P. Xing Tie‐Yan Liu Wei‐Ying Ma
+	Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data	2013	Wei‐Ying Ma Tiejun Zhao Kuiyuan Yang Wei Yu Yalong Bai
+	Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data	2013	Yalong Bai Kuiyuan Yang Wei Yu Wei‐Ying Ma Tiejun Zhao
+	Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes	2012	Kai Yu Anton Schwaighofer Volker Tresp Wei‐Ying Ma Hao Zhang

Common Coauthors

Coauthor	Papers Together
Yanyan Lan	11
Shikun Feng	7
Yuyan Ni	7
Tie‐Yan Liu	3
Kuiyuan Yang	3
Yalou Huang	3
Zhi-Ming Ma	3
Yalong Bai	3
Yuxuan Song	3
Mingyue Zheng	3
Ming Zhou	3
Hao Zhou	3
Zhi-Ming Ma	3
Minkai Xu	2
Tiejun Zhao	2
Yuancheng Sun	2
Xinyu Dai	2
Tianyu Lu	2
Siyu Long	2
Ziyao Cao	2
Yanru Qu	2
Yifang Men	2
Wei Wu	2
Nenghai Yu	2
Yingce Xia	2
Tao Qin	2
Hao Zhou	2
Zaiqing Nie	2
Jingjing Gong	2
Minsi Ren	2
Jie Liu	2
Kangjie Zheng	2
Liwei Wang	2
Yanwen Huang	2
Yu Wu	2
Xing Chen	2
Yiming Mao	2
Junwei Yang	2
Yuning Jiang	2
Zhouhui Lian	2
Jinyi Hu	1
Yuxuan Song	1
Zhichen Zhao	1
Maosong Sun	1
Anton Schwaighofer	1
Eng‐King Tan	1
Mingxuan Wang	1
Weizhi Ma	1
Qiwei Ye	1
Tiejun Zhao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	ADADELTA: An Adaptive Learning Rate Method	2012	Matthew D. Zeiler	4
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	3
+ PDF Chat	The Contextual Loss for Image Transformation with Non-aligned Data	2018	Roey Mechrez Itamar Talmi Lihi Zelnik‐Manor	2
+ PDF Chat	Deformable GANs for Pose-Based Human Image Generation	2018	Aliaksandr Siarohin Enver Sangineto Stéphane Lathuilière Nicu Sebe	2
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	2
+	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets	2016	Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel	2
+ PDF Chat	A Generative Model of People in Clothing	2017	Christoph Lassner Gerard Pons‐Moll Peter Gehler	2
+ PDF Chat	AttGAN: Facial Attribute Editing by Only Changing What You Want	2019	Zhenliang He Wangmeng Zuo Meina Kan Shiguang Shan Xilin Chen	2
+ PDF Chat	Unsupervised Person Image Generation With Semantic Parsing Transformation	2019	Sijie Song Wei Zhang Jiaying Liu Tao Mei	2
+	A Neural Conversational Model	2015	Oriol Vinyals Quoc V. Le	2
+ PDF Chat	Be Your Own Prada: Fashion Synthesis with Structural Coherence	2017	Shizhan Zhu Sanja Fidler Raquel Urtasun Dahua Lin Chen Change Loy	2
+ PDF Chat	Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks	2015	Kyunghyun Cho Aaron Courville Yoshua Bengio	2
+	Large Scale GAN Training for High Fidelity Natural Image Synthesis	2018	Andrew Brock Jeff Donahue Karen Simonyan	2
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	2
+	Semi-Latent GAN: Learning to generate and modify facial images from attributes	2017	Weidong Yin Yanwei Fu Leonid Sigal Xiangyang Xue	2
+ PDF Chat	A Style-Based Generator Architecture for Generative Adversarial Networks	2019	Tero Karras Samuli Laine Timo Aila	2
+ PDF Chat	Synthesizing Images of Humans in Unseen Poses	2018	Guha Balakrishnan Amy Zhao Adrian V. Dalca Frédo Durand John V. Guttag	2
+ PDF Chat	Improving Neural Machine Translation Models with Monolingual Data	2016	Rico Sennrich Barry Haddow Alexandra Birch	2
+ PDF Chat	Progressive Pose Attention Transfer for Person Image Generation	2019	Zhen Zhu Tengteng Huang Baoguang Shi Miao Yu Bofei Wang Xiang Bai	2
+	Improved Techniques for Training GANs	2016	Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen	2
+	Neural Responding Machine for Short-Text Conversation	2015	Lifeng Shang Zhengdong Lu Hang Li	2
+ PDF Chat	StackGAN: Text to Photo-Realistic Image Synthesis with Stacked Generative Adversarial Networks	2017	Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris Metaxas	2
+ PDF Chat	A Neural Network Approach to Context-Sensitive Generation of Conversational Responses	2015	Alessandro Sordoni Michel Galley Michael Auli Chris Brockett Yangfeng Ji Margaret Mitchell Jian‐Yun Nie Jianfeng Gao Bill Dolan	2
+	Texture synthesis using convolutional neural networks	2015	Leon A. Gatys Alexander S. Ecker Matthias Bethge	2
+	Attention with Intention for a Neural Network Conversation Model	2015	Kaisheng Yao Geoffrey Zweig Baolin Peng	2
+ PDF Chat	MoleculeNet: a benchmark for molecular machine learning	2017	Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes Caleb Geniesse Aneesh Pappu Karl Leswing Vijay S. Pande	2
+	Disentangled Person Image Generation	2018	Liqian Ma Qianru Sun Stamatios Georgoulis Luc Van Gool Bernt Schiele Mario Fritz	2
+ PDF Chat	Learning character-agnostic motion for motion retargeting in 2D	2019	Kfir Aberman Rundi Wu Dani Lischinski Baoquan Chen Daniel Cohen‐Or	2
+ PDF Chat	A Variational U-Net for Conditional Appearance and Shape Generation	2018	Patrick Esser Ekaterina Sutter	2
+ PDF Chat	Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields	2017	Zhe Cao Tomas Simon Shih-En Wei Yaser Sheikh	2
+ PDF Chat	Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing	2017	Ke Gong Xiaodan Liang Dongyu Zhang Xiaohui Shen Liang Lin	2
+ PDF Chat	Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization	2017	Xun Huang Serge Belongie	2
+ PDF Chat	Unsupervised Person Image Synthesis in Arbitrary Poses	2018	Albert Pumarola Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer	2
+	Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators	2018	Gonçalo Mordido Haojin Yang Christoph Meinel	2
+ PDF Chat	High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs	2018	Ting-Chun Wang Ming-Yu Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro	2
+	Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	2
+ PDF Chat	Perceptual Losses for Real-Time Style Transfer and Super-Resolution	2016	Justin Johnson Alexandre Alahi Li Fei-Fei	2
+	On Using Very Large Target Vocabulary for Neural Machine Translation	2015	Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio	2
+	A Neural Attention Model for Abstractive Sentence Summarization	2015	Alexander M. Rush Sumit Chopra Jason Weston	2
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	2
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	2
+	On Using Monolingual Corpora in Neural Machine Translation	2015	Çaǧlar Gülçehre Orhan Fırat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio	2
+	Detailed Garment Recovery from a Single-View Image	2016	Shan Yang Tanya Ambert Zherong Pan Ke Wang Licheng Yu Tamara L. Berg Ming C. Lin	2
+	Conditional Generative Adversarial Nets	2014	Mehdi Mirza Simon Osindero	2
+	Fine-Grained Visual Classification of Aircraft	2013	Subhransu Maji Esa Rahtu Juho Kannala Matthew B. Blaschko Andrea Vedaldi	2
+	On Deep Representation Learning from Noisy Web Images	2015	Phong D. Vo Alexandru-Lucian Gînsca Hervé Le Borgne Adrian Popescu	1
+ PDF Chat	Factors of Transferability for a Generic ConvNet Representation	2015	Hossein Azizpour Ali Sharif Razavian Josephine Sullivan Atsuto Maki Stefan Carlsson	1
+ PDF Chat	Long-term recurrent convolutional networks for visual recognition and description	2015	Jeff Donahue Lisa Anne Hendricks Sergio Guadarrama Marcus Rohrbach Subhashini Venugopalan Trevor Darrell Kate Saenko	1