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Hao Ma 0001
Person information
- affiliation: Facebook AI, USA
- affiliation (former): Chinese University of Hong Kong, Hong Kong
Other persons with the same name
- Hao Ma — disambiguation page
- Hao Ma 0002
— Zhejiang University, College of Electrical Engineering, Hangzhou, China (and 3 more)
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2020 – today
- 2024
- [c44]Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma:
Effective Long-Context Scaling of Foundation Models. NAACL-HLT 2024: 4643-4663 - [i22]Chaoqi Wang, Zhuokai Zhao, Chen Zhu, Karthik Abinav Sankararaman, Michal Valko, Xuefei Cao, Zhaorun Chen, Madian Khabsa, Yuxin Chen, Hao Ma, Sinong Wang:
Preference Optimization with Multi-Sample Comparisons. CoRR abs/2410.12138 (2024) - 2023
- [i21]Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma:
Effective Long-Context Scaling of Foundation Models. CoRR abs/2309.16039 (2023) - 2022
- [c43]Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa:
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. ACL (1) 2022: 6253-6264 - [c42]Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma:
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. EMNLP 2022: 46-61 - [c41]Qifan Wang, Li Yang, Jingang Wang, Jitin Krishnan, Bo Dai, Sinong Wang, Zenglin Xu, Madian Khabsa, Hao Ma:
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction. EMNLP (Findings) 2022: 263-276 - [c40]Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma:
IDPG: An Instance-Dependent Prompt Generation Method. NAACL-HLT 2022: 5507-5521 - [i20]Zhuofeng Wu
IDPG: An Instance-Dependent Prompt Generation Method. CoRR abs/2204.04497 (2022) - 2021
- [c39]Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa:
On the Influence of Masking Policies in Intermediate Pre-training. EMNLP (1) 2021: 7190-7202 - [c38]Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa:
On Unifying Misinformation Detection. NAACL-HLT 2021: 5479-5485 - [c37]Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer:
Luna: Linear Unified Nested Attention. NeurIPS 2021: 2441-2453 - [i19]Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa:
On Unifying Misinformation Detection. CoRR abs/2104.05243 (2021) - [i18]Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa:
On the Influence of Masking Policies in Intermediate Pre-training. CoRR abs/2104.08840 (2021) - [i17]Sinong Wang, Han Fang, Madian Khabsa, Hanzi Mao, Hao Ma:
Entailment as Few-Shot Learner. CoRR abs/2104.14690 (2021) - [i16]Xuezhe Ma, Xiang Kong, Sinong Wang, Chunting Zhou, Jonathan May, Hao Ma, Luke Zettlemoyer:
Luna: Linear Unified Nested Attention. CoRR abs/2106.01540 (2021) - [i15]Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Wen-tau Yih, Madian Khabsa:
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. CoRR abs/2110.07577 (2021) - [i14]Darsh J. Shah, Sinong Wang, Han Fang, Hao Ma, Luke Zettlemoyer:
Reducing Target Group Bias in Hate Speech Detectors. CoRR abs/2112.03858 (2021) - 2020
- [c36]Sinong Wang, Madian Khabsa, Hao Ma:
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks. ACL 2020: 2209-2213 - [c35]Jiezhong Qiu, Hao Ma, Omer Levy, Wen-tau Yih, Sinong Wang, Jie Tang:
Blockwise Self-Attention for Long Document Understanding. EMNLP (Findings) 2020: 2555-2565 - [i13]Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa:
Language Models as Fact Checkers? CoRR abs/2006.04102 (2020) - [i12]Sinong Wang, Belinda Z. Li, Madian Khabsa, Han Fang, Hao Ma:
Linformer: Self-Attention with Linear Complexity. CoRR abs/2006.04768 (2020) - [i11]Sinong Wang, Madian Khabsa, Hao Ma:
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks. CoRR abs/2006.08671 (2020) - [i10]Zhuofeng Wu, Sinong Wang, Jiatao Gu, Madian Khabsa, Fei Sun, Hao Ma:
CLEAR: Contrastive Learning for Sentence Representation. CoRR abs/2012.15466 (2020) - [i9]Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa:
Studying Strategically: Learning to Mask for Closed-book QA. CoRR abs/2012.15856 (2020)
2010 – 2019
- 2019
- [c34]Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang:
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization. WWW 2019: 1509-1520 - [i8]Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang:
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization. CoRR abs/1906.11156 (2019) - [i7]Jiezhong Qiu, Hao Ma, Omer Levy, Scott Wen-tau Yih, Sinong Wang, Jie Tang:
Blockwise Self-Attention for Long Document Understanding. CoRR abs/1911.02972 (2019) - 2018
- [c33]Zhihong Shen, Hao Ma, Kuansan Wang:
A Web-scale system for scientific knowledge exploration. ACL (4) 2018: 87-92 - [c32]Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang:
DeepInf: Social Influence Prediction with Deep Learning. KDD 2018: 2110-2119 - [c31]Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung:
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs. UAI 2018: 339-349 - [c30]Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang:
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. WSDM 2018: 459-467 - [r2]Hao Ma, Irwin King, Michael R. Lyu:
Social Recommendation in Dynamic Networks. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i6]Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung:
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs. CoRR abs/1803.07294 (2018) - [i5]Zhihong Shen, Hao Ma, Kuansan Wang:
A Web-scale system for scientific knowledge exploration. CoRR abs/1805.12216 (2018) - [i4]Yuxiao Dong, Hao Ma, Jie Tang, Kuansan Wang:
Collaboration Diversity and Scientific Impact. CoRR abs/1806.03694 (2018) - [i3]Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang:
DeepInf: Social Influence Prediction with Deep Learning. CoRR abs/1807.05560 (2018) - 2017
- [c29]Yuxiao Dong, Hao Ma, Zhihong Shen, Kuansan Wang:
A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations. KDD 2017: 1437-1446 - [i2]Yuxiao Dong, Hao Ma, Zhihong Shen, Kuansan Wang:
A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations. CoRR abs/1704.05150 (2017) - [i1]Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang:
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. CoRR abs/1710.02971 (2017) - 2016
- [c28]Wen-tau Yih, Hao Ma:
Question Answering with Knowledge Base, Web and Beyond. HLT-NAACL Tutorials 2016: 8-10 - [c27]Wen-tau Yih, Hao Ma:
Question Answering with Knowledge Base, Web and Beyond. SIGIR 2016: 1219-1221 - [c26]Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan:
Table Cell Search for Question Answering. WWW 2016: 771-782 - [c25]Hao Ma, Xueqing Liu, Zhihong Shen:
User Fatigue in Online News Recommendation. WWW 2016: 1363-1372 - 2015
- [c24]Bin Bi, Hao Ma, Bo-June Paul Hsu, Wei Chu, Kuansan Wang, Junghoo Cho:
Learning to Recommend Related Entities to Search Users. WSDM 2015: 139-148 - [c23]Arnab Sinha, Zhihong Shen, Yang Song, Hao Ma, Darrin Eide, Bo-June Paul Hsu, Kuansan Wang:
An Overview of Microsoft Academic Service (MAS) and Applications. WWW (Companion Volume) 2015: 243-246 - [c22]Huan Sun, Hao Ma, Wen-tau Yih, Chen-Tse Tsai, Jingjing Liu, Ming-Wei Chang:
Open Domain Question Answering via Semantic Enrichment. WWW 2015: 1045-1055 - [c21]Hao Ma, Yan Ke:
An Introduction to Entity Recommendation and Understanding. WWW (Companion Volume) 2015: 1521-1522 - 2014
- [c20]Ming-Wei Chang, Bo-June Paul Hsu, Hao Ma, Ricky Loynd, Kuansan Wang:
E2E: An End-to-End Entity Linking System for Short and Noisy Text. #MSM 2014: 62-63 - [c19]Hao Ma:
On measuring social friend interest similarities in recommender systems. SIGIR 2014: 465-474 - [c18]Xiao Yu, Hao Ma, Bo-June Paul Hsu, Jiawei Han:
On building entity recommender systems using user click log and freebase knowledge. WSDM 2014: 263-272 - [r1]Hao Ma, Irwin King, Michael R. Lyu:
Social Recommendation in Dynamic Networks. Encyclopedia of Social Network Analysis and Mining 2014: 1923-1929 - 2013
- [j6]Zibin Zheng
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization. IEEE Trans. Serv. Comput. 6(3): 289-299 (2013) - [c17]Hao Ma:
An experimental study on implicit social recommendation. SIGIR 2013: 73-82 - [c16]Yang Song, Hao Ma, Hongning Wang
Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance. WWW 2013: 1201-1212 - 2012
- [j5]Hao Ma, Irwin King
Mining Web Graphs for Recommendations. IEEE Trans. Knowl. Data Eng. 24(6): 1051-1064 (2012) - 2011
- [j4]Hao Ma, Irwin King
Learning to recommend with explicit and implicit social relations. ACM Trans. Intell. Syst. Technol. 2(3): 29:1-29:19 (2011) - [j3]Hao Ma, Tom Chao Zhou, Michael R. Lyu, Irwin King
Improving Recommender Systems by Incorporating Social Contextual Information. ACM Trans. Inf. Syst. 29(2): 9:1-9:23 (2011) - [j2]Zibin Zheng
QoS-Aware Web Service Recommendation by Collaborative Filtering. IEEE Trans. Serv. Comput. 4(2): 140-152 (2011) - [c15]Wujie Zheng, Hao Ma, Michael R. Lyu, Tao Xie, Irwin King
Mining test oracles of web search engines. ASE 2011: 408-411 - [c14]Hao Ma, Chao Liu, Irwin King
Probabilistic factor models for web site recommendation. SIGIR 2011: 265-274 - [c13]Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King
Recommender systems with social regularization. WSDM 2011: 287-296 - 2010
- [b1]Hao Ma:
Learning to recommend. Chinese University of Hong Kong, Hong Kong, 2010 - [j1]Hao Ma, Jianke Zhu, Michael R. Lyu, Irwin King
Bridging the Semantic Gap Between Image Contents and Tags. IEEE Trans. Multim. 12(5): 462-473 (2010) - [c12]Hao Ma, Michael R. Lyu, Irwin King:
Diversifying Query Suggestion Results. AAAI 2010: 1399-1404 - [c11]Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King:
UserRec: A User Recommendation Framework in Social Tagging Systems. AAAI 2010: 1486-1491 - [c10]Irwin King
Introduction to social recommendation. WWW 2010: 1355-1356
2000 – 2009
- 2009
- [c9]Hao Ma, Haixuan Yang, Irwin King
Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering. CIKM 2009: 767-776 - [c8]Tom Chao Zhou, Hao Ma, Irwin King
TagRec: Leveraging Tagging Wisdom for Recommendation. CSE (4) 2009: 194-199 - [c7]Zibin Zheng
WSRec: A Collaborative Filtering Based Web Service Recommender System. ICWS 2009: 437-444 - [c6]Hao Ma, Michael R. Lyu, Irwin King
Learning to recommend with trust and distrust relationships. RecSys 2009: 189-196 - [c5]Hao Ma, Irwin King
Learning to recommend with social trust ensemble. SIGIR 2009: 203-210 - 2008
- [c4]Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
Mining social networks using heat diffusion processes for marketing candidates selection. CIKM 2008: 233-242 - [c3]Hao Ma, Haixuan Yang, Irwin King
Learning latent semantic relations from clickthrough data for query suggestion. CIKM 2008: 709-718 - [c2]Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
SoRec: social recommendation using probabilistic matrix factorization. CIKM 2008: 931-940 - 2007
- [c1]Hao Ma, Irwin King
Effective missing data prediction for collaborative filtering. SIGIR 2007: 39-46
Coauthor Index
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last updated on 2024-12-03 20:27 CET by the dblp team
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