Wei-Ying Ma

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 48

Top Venues

CoRR

ICLR

CIKM

ACM Multimedia

Publications

Bowen Gao, Yinjun Jia, Yuanle Mo, Yuyan Ni, Wei-Ying Ma, Zhi-Ming Ma, Yanyan Lan
Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment. ICLR (2024)
Han Tang, Shikun Feng, Bicheng Lin, Yuyan Ni, Jingjing Liu, Wei-Ying Ma, Yanyan Lan
Contextual Molecule Representation Learning from Chemical Reaction Knowledge. CoRR (2024)
Bowen Gao, Minsi Ren, Yuyan Ni, Yanwen Huang, Bo Qiang, Zhi-Ming Ma, Wei-Ying Ma, Yanyan Lan
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion. CoRR (2024)
Shikun Feng, Yuyan Ni, Minghao Li, Yanwen Huang, Zhi-Ming Ma, Wei-Ying Ma, Yanyan Lan
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning. CoRR (2024)
Yanwen Huang, Bowen Gao, Yinjun Jia, Hongbo Ma, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan
SIU: A Million-Scale Structural Small Molecule-Protein Interaction Dataset for Unbiased Bioactivity Prediction. CoRR (2024)
Yuyan Ni, Shikun Feng, Xin Hong, Yuancheng Sun, Wei-Ying Ma, Zhi-Ming Ma, Qiwei Ye, Yanyan Lan
Pre-training with Fractional Denoising to Enhance Molecular Property Prediction. CoRR (2024)
Bowen Gao, Haichuan Tan, Yanwen Huang, Minsi Ren, Xiao Huang, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan
From Theory to Therapy: Reframing SBDD Model Evaluation via Practical Metrics. CoRR (2024)
Shikun Feng, Jiaxin Zheng, Yinjun Jia, Yanwen Huang, Fengfeng Zhou, Wei-Ying Ma, Yanyan Lan
MoleculeCLA: Rethinking Molecular Benchmark via Computational Ligand-Target Binding Analysis. CoRR (2024)
Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
Multi-Scale Protein Language Model for Unified Molecular Modeling. CoRR (2024)
Yanru Qu, Keyue Qiu, Yuxuan Song, Jingjing Gong, Jiawei Han, Mingyue Zheng, Hao Zhou, Wei-Ying Ma
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space. CoRR (2024)
Yuyan Ni, Shikun Feng, Wei-Ying Ma, Zhi-Ming Ma, Yanyan Lan
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method. ICLR (2024)
Yuxuan Song, Jingjing Gong, Hao Zhou, Mingyue Zheng, Jingjing Liu, Wei-Ying Ma
Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks. ICLR (2024)
Shikun Feng, Minghao Li, Yinjun Jia, Wei-Ying Ma, Yanyan Lan
Protein-ligand binding representation learning from fine-grained interactions. ICLR (2024)
Yuxuan Song, Jingjing Gong, Yanru Qu, Hao Zhou, Mingyue Zheng, Jingjing Liu, Wei-Ying Ma
Unified Generative Modeling of 3D Molecules via Bayesian Flow Networks. CoRR (2024)
Shikun Feng, Yuyan Ni, Yanyan Lan, Zhi-Ming Ma, Wei-Ying Ma
Fractional Denoising for 3D Molecular Pre-training. ICML (2023)
Bowen Gao, Yinjun Jia, Yuanle Mo, Yuyan Ni, Wei-Ying Ma, Zhiming Ma, Yanyan Lan
Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment. CoRR (2023)
Yuyan Ni, Shikun Feng, Wei-Ying Ma, Zhi-Ming Ma, Yanyan Lan
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method. CoRR (2023)
Guo Pu, Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, Zhouhui Lian
Controllable Image Synthesis With Attribute-Decomposed GAN. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Bo Qiang, Yuxuan Song, Minkai Xu, Jingjing Gong, Bowen Gao, Hao Zhou, Wei-Ying Ma, Yanyan Lan
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D. ICML (2023)
Yuxuan Song, Jingjing Gong, Minkai Xu, Ziyao Cao, Yanyan Lan, Stefano Ermon, Hao Zhou, Wei-Ying Ma
Equivariant Flow Matching with Hybrid Probability Transport. CoRR (2023)
Bowen Gao, Bo Qiang, Haichuan Tan, Yinjun Jia, Minsi Ren, Minsi Lu, Jingjing Liu, Wei-Ying Ma, Yanyan Lan
DrugCLIP: Contrasive Protein-Molecule Representation Learning for Virtual Screening. NeurIPS (2023)
Yuxuan Song, Jingjing Gong, Minkai Xu, Ziyao Cao, Yanyan Lan, Stefano Ermon, Hao Zhou, Wei-Ying Ma
Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation. NeurIPS (2023)
Shikun Feng, Yuyan Ni, Yanyan Lan, Zhi-Ming Ma, Wei-Ying Ma
Fractional Denoising for 3D Molecular Pre-training. CoRR (2023)
Bowen Gao, Bo Qiang, Haichuan Tan, Minsi Ren, Yinjun Jia, Minsi Lu, Jingjing Liu, Wei-Ying Ma, Yanyan Lan
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening. CoRR (2023)
Shikun Feng, Lixin Yang, Wei-Ying Ma, Yanyan Lan
UniMAP: Universal SMILES-Graph Representation Learning. CoRR (2023)
Bo Qiang, Yuxuan Song, Minkai Xu, Jingjing Gong, Bowen Gao, Hao Zhou, Wei-Ying Ma, Yanyan Lan
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D. CoRR (2023)
Jiaqi Guan, Wesley Wei Qian, Qiang Liu, Wei-Ying Ma, Jianzhu Ma, Jian Peng
Energy-Inspired Molecular Conformation Optimization. ICLR (2022)
Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan
PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction. CoRR (2022)
Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan
PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction. CIKM (2022)
Wei-Ying Ma
Democratizing Content Creation and Dissemination through AI Technology. WWW (2020)
Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, Zhouhui Lian
Controllable Person Image Synthesis With Attribute-Decomposed GAN. CVPR (2020)
Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, Zhouhui Lian
Controllable Person Image Synthesis with Attribute-Decomposed GAN. CoRR (2020)
Zhichen Zhao, Bowen Zhang, Yuning Jiang, Li Xu, Lei Li, Wei-Ying Ma
Effective Domain Knowledge Transfer with Soft Fine-tuning. CoRR (2019)
Zhichen Zhao, Lei Li, Bowen Zhang, Meng Wang, Yuning Jiang, Li Xu, Fengkun Wang, Wei-Ying Ma
What You Look Matters?: Offline Evaluation of Advertising Creatives for Cold-start Problem. CIKM (2019)
Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations. CoRR (2019)
Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations. CVPR (2019)
Yalong Bai, Kuiyuan Yang, Tao Mei, Wei-Ying Ma, Tiejun Zhao
Automatic Data Augmentation from Massive Web Images for Deep Visual Recognition. ACM Trans. Multim. Comput. Commun. Appl. 14 (3) (2018)
Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma
Beyond the Words: Predicting User Personality from Heterogeneous Information. WSDM (2017)
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma
Topic Aware Neural Response Generation. AAAI (2017)
Yalong Bai, Kuiyuan Yang, Wei-Ying Ma, Tiejun Zhao
Automatic Dataset Augmentation. CoRR (2017)
Chen Xing, Wei Wu, Yu Wu, Ming Zhou, Yalou Huang, Wei-Ying Ma
Hierarchical Recurrent Attention Network for Response Generation. CoRR (2017)
Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter. AAAI (2016)
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma
Topic Augmented Neural Response Generation with a Joint Attention Mechanism. CoRR (2016)
Yingce Xia, Di He, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma
Dual Learning for Machine Translation. CoRR (2016)
Di He, Yingce Xia, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma
Dual Learning for Machine Translation. NIPS (2016)
Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Xing Xie, Wei-Ying Ma
Collaborative Knowledge Base Embedding for Recommender Systems. KDD (2016)
Pengwei Wang, Lei Ji, Jun Yan, Lianwen Jin, Wei-Ying Ma
Learning to Extract Conditional Knowledge for Question Answering using Dialogue. CIKM (2016)
Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, Wei-Ying Ma
How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation. ACL (1) (2016)
Yalong Bai, Kuiyuan Yang, Wei Yu, Chang Xu, Wei-Ying Ma, Tiejun Zhao
Automatic Image Dataset Construction from Click-through Logs Using Deep Neural Network. ACM Multimedia (2015)
Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric Po Xing, Tie-Yan Liu, Wei-Ying Ma
LightLDA: Big Topic Models on Modest Computer Clusters. WWW (2015)
Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric P. Xing, Tie-Yan Liu, Wei-Ying Ma
LightLDA: Big Topic Models on Modest Compute Clusters. CoRR (2014)
Xuxu Chen, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma
Indoor air quality monitoring system for smart buildings. UbiComp (2014)
Yalong Bai, Wei Yu, Tianjun Xiao, Chang Xu, Kuiyuan Yang, Wei-Ying Ma, Tiejun Zhao
Bag-of-Words Based Deep Neural Network for Image Retrieval. ACM Multimedia (2014)
Yalong Bai, Kuiyuan Yang, Wei Yu, Wei-Ying Ma, Tiejun Zhao
Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data. ICLR (Workshop Poster) (2014)
Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma
Statistical Entity Extraction From the Web. Proc. IEEE 100 (9) (2012)
Wei-Ying Ma
Semantic search and a new moore's law effect in knowledge engineering. KDD (2012)
Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang
Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes CoRR (2012)
Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li
Flickr Distance: A Relationship Measure for Visual Concepts. IEEE Trans. Pattern Anal. Mach. Intell. 34 (5) (2012)
Xin-Jing Wang, Lei Zhang, Wei-Ying Ma
Duplicate-Search-Based Image Annotation Using Web-Scale Data. Proc. IEEE 100 (9) (2012)
Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma
Recommending friends and locations based on individual location history. ACM Trans. Web 5 (1) (2011)
Wei-Ying Ma, Tie-Yan Liu, Ji-Rong Wen, Zheng Chen, Zaiqing Nie, Xing Xie, Hang Li, Haixun Wang, Yu Zheng
A conversation with MSRA researchers. SIGKDD Explor. 13 (2) (2011)
Yu Zheng, Xing Xie, Wei-Ying Ma
GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory. IEEE Data Eng. Bull. 33 (2) (2010)
Xin-Jing Wang, Lei Zhang, Ming Liu, Yi Li, Wei-Ying Ma
ARISTA - image search to annotation on billions of web photos. CVPR (2010)
Yuheng Ren, Mo Yu, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma
Diversifying landmark image search results by learning interested views from community photos. WWW (2010)
Yu Zheng, Yukun Chen, Quannan Li, Xing Xie, Wei-Ying Ma
Understanding transportation modes based on GPS data for web applications. ACM Trans. Web 4 (1) (2010)
Xiangye Xiao, Qiong Luo, Zhisheng Li, Xing Xie, Wei-Ying Ma
A large-scale study on map search logs. ACM Trans. Web 4 (3) (2010)
Guwen Feng, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma
Mining adjacent markets from a large-scale ads video collection for image advertising. SIGIR (2010)
Wei-Ying Ma
Empower People with Knowledge: The Next Frontier for Web Search. PAKDD (1) (2010)
Jiang-Ming Yang, Rui Cai, Chunsong Wang, Hua Huang, Lei Zhang, Wei-Ying Ma
Incorporating site-level knowledge for incremental crawling of web forums: a list-wise strategy. KDD (2009)
Xin-Jing Wang, Mo Yu, Lei Zhang, Rui Cai, Wei-Ying Ma
Argo: intelligent advertising by mining a user's interest from his photo collections. KDD Workshop on Data Mining and Audience Intelligence for Advertising (2009)
Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma
Mining interesting locations and travel sequences from GPS trajectories. WWW (2009)
Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma
Vocabulary hierarchy optimization for effective and transferable retrieval. CVPR (2009)
Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma
Mining correlation between locations using human location history. GIS (2009)
Jiang-Ming Yang, Rui Cai, Yida Wang, Jun Zhu, Lei Zhang, Wei-Ying Ma
Incorporating site-level knowledge to extract structured data from web forums. WWW (2009)
Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma
Advertising based on users' photos. ICME (2009)
Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma
Mining city landmarks from blogs by graph modeling. ACM Multimedia (2009)
Xiangye Xiao, Qiong Luo, Dan Hong, Hongbo Fu, Xing Xie, Wei-Ying Ma
Browsing on small displays by transforming Web pages into hierarchically structured subpages. ACM Trans. Web 3 (1) (2009)
Wei-Ying Ma
Rethinking multimedia search in the "clients + cloud" era. LS-MMRM@ACM Multimedia (2009)
Xiao Zhang, Zhiwei Li, Lei Zhang, Wei-Ying Ma, Heung-Yeung Shum
Efficient indexing for large scale visual search. ICCV (2009)
Yu Zheng, Yukun Chen, Xing Xie, Wei-Ying Ma
GeoLife2.0: A Location-Based Social Networking Service. Mobile Data Management (2009)
Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma
Argo: intelligent advertising made possible from users' photos. ACM Multimedia (2009)
Yijuan Lu, Lei Zhang, Qi Tian, Wei-Ying Ma
What are the high-level concepts with small semantic gaps? CVPR (2008)
Xiangye Xiao, Xing Xie, Qiong Luo, Wei-Ying Ma
Density based co-location pattern discovery. GIS (2008)
Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma
Webpage understanding: beyond page-level search. SIGMOD Rec. 37 (4) (2008)
Xing Xie, Lie Lu, Menglei Jia, Hua Li, Frank Seide, Wei-Ying Ma
Mobile Search With Multimodal Queries. Proc. IEEE 96 (4) (2008)
Jun Xu, Tie-Yan Liu, Min Lu, Hang Li, Wei-Ying Ma
Directly optimizing evaluation measures in learning to rank. SIGIR (2008)
Yu Zheng, Quannan Li, Yukun Chen, Xing Xie, Wei-Ying Ma
Understanding mobility based on GPS data. UbiComp (2008)
Jiang-Ming Yang, Rui Cai, Feng Jing, Shuo Wang, Lei Zhang, Wei-Ying Ma
Search-based query suggestion. CIKM (2008)
Zhiwei Li, Lei Zhang, Wei-Ying Ma
Delivering online advertisements inside images. ACM Multimedia (2008)
Yu Zheng, Longhao Wang, Ruochi Zhang, Xing Xie, Wei-Ying Ma
GeoLife: Managing and Understanding Your Past Life over Maps. MDM (2008)
Rongrong Ji, Xing Xie, Hongxun Yao, Yongjian Wu, Wei-Ying Ma
Vocabulary tree incremental indexing for scalable location recognition. ICME (2008)
Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma
Annotating Images by Mining Image Search Results. IEEE Trans. Pattern Anal. Mach. Intell. 30 (11) (2008)
Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li
Flickr distance. ACM Multimedia (2008)
Jim Kleban, Xing Xie, Wei-Ying Ma
Spatial pyramid mining for logo detection in natural scenes. ICME (2008)
Hang Li, Wei-Ying Ma, Jian-Yun Nie, Kam-Fai Wong
The Fourth Asian Information Retrieval Symposium (AIRS 08). SIGIR Forum 42 (1) (2008)
Shaozhi Ye, Ji-Rong Wen, Wei-Ying Ma
A systematic study on parameter correlations in large-scale duplicate document detection. Knowl. Inf. Syst. 14 (2) (2008)
Longhao Wang, Yu Zheng, Xing Xie, Wei-Ying Ma
A Flexible Spatio-Temporal Indexing Scheme for Large-Scale GPS Track Retrieval. MDM (2008)
Tao Qin, Xu-Dong Zhang, Tie-Yan Liu, De-Sheng Wang, Wei-Ying Ma, Hong-Jiang Zhang
An active feedback framework for image retrieval. Pattern Recognit. Lett. 29 (5) (2008)
Emily Moxley, Tao Mei, Xian-Sheng Hua, Wei-Ying Ma, B. S. Manjunath
Automatic video annotation through search and mining. ICME (2008)
Yida Wang, Jiang-Ming Yang, Wei Lai, Rui Cai, Lei Zhang, Wei-Ying Ma
Exploring traversal strategy for web forum crawling. SIGIR (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wei-Ying Ma