Zhengxing Chen

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All published works

Action	Title	Year	Authors
+ PDF Chat	Self-Generated Critiques Boost Reward Modeling for Language Models	2024	Yue Yu Zhengxing Chen Aston Zhang Liang Soon Tan Chenguang Zhu Richard Yuanzhe Pang Yundi Qian Xuewei Wang Suchin Gururangan Chao Zhang
+ PDF Chat	Law of the Weakest Link: Cross Capabilities of Large Language Models	2024	Ming Zhong Aston Zhang Xuewei Wang Rui Li Wenhan Xiong Chenguang Zhu Zhengxing Chen Liang Tan Chloe Bi Michael Lewis
+ PDF Chat	The Llama 3 Herd of Models	2024	Abhimanyu Dubey Abhinav Jauhri Abhinav Pandey Abhishek Kadian Ahmad Al-Dahle Aiesha Letman Akhil Mathur Alan Schelten Amy Yang Angela Fan
+	AutoML for Large Capacity Modeling of Meta's Ranking Systems	2023	Hang Yin Kuang-Hung Liu Mengying Sun Yuxin Chen Buyun Zhang Jiang Liu Vivek Kumar Sehgal Rudresh Rajnikant Panchal Eugen Hotaj Xi Liu
+	Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale	2023	Wei Wen Kuang-Hung Liu Igor Fedorov Xin Zhang Hang Yin Weiwei Chu Kaveh Hassani Mengying Sun Jiang Liu Xu Wang
+	Personalized Execution Time Optimization for the Scheduled Jobs	2022	Yang Liu Juan Wang Zhengxing Chen Ian Fox Imani Mufti Jason Sukumaran Bao-Kun He Xiling Sun Feng Liang
+	NASRec: Weight Sharing Neural Architecture Search for Recommender Systems	2022	Tunhou Zhang Dehua Cheng Yuchen He Zhengxing Chen Xiaoliang Dai Xiong Liang Feng Yan Hai Li Yiran Chen Wei Wen
+ PDF Chat	A Validation Tool for Designing Reinforcement Learning Environments	2021	Ruiyang Xu Zhengxing Chen
+ PDF Chat	Reinforcement Learning-based Product Delivery Frequency Control	2021	Liu Yang Zhengxing Chen Kittipat Virochsiri Juan Wang Jiahao Wu Liang Feng
+	A Validation Tool for Designing Reinforcement Learning Environments	2021	Ruiyang Xu Zhengxing Chen
+	Band-limited Soft Actor Critic Model	2020	Miguel Vázquez-Martin del Campo Zhengxing Chen Luke Kung Kittipat Virochsiri Jianyu Wang
+	Reinforcement Learning-based Product Delivery Frequency Control	2020	Yang Liu Zhengxing Chen Kittipat Virochsiri Juan Wang Jiahao Wu Liang Feng
+ PDF Chat	Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games	2018	Zhengxing Chen Christopher Amato Truong-Huy D. Nguyen Seth Cooper Yizhou Sun Magy Seif El‐Nasr
+	Modeling Game Avatar Synergy and Opposition through Embedding in Multiplayer Online Battle Arena Games	2018	Zhengxing Chen Yuyu Xu Truong-Huy D. Nguyen Yizhou Sun Magy Seif El‐Nasr
+	Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games	2018	Zhengxing Chen Christopher Amato Truong-Huy D. Nguyen Seth Cooper Yizhou Sun Magy Seif El‐Nasr
+	The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games	2018	Zhengxing Chen Truong-Huy D. Nguyen Yuyu Xu Christopher Amato Seth Cooper Yizhou Sun Magy Seif El‐Nasr
+	Player Skill Decomposition in Multiplayer Online Battle Arenas	2017	Zhengxing Chen Yizhou Sun Magy Seif El‐Nasr Truong-Huy D. Nguyen
+	EOMM: An Engagement Optimized Matchmaking Framework	2017	Zhengxing Chen Su Xue John F. Kolen Navid Aghdaie Kazi A. Zaman Yizhou Sun Magy Seif El‐Nasr

Common Coauthors

Coauthor	Papers Together
Magy Seif El‐Nasr	6
Yizhou Sun	6
Truong-Huy D. Nguyen	5
Dhruv Mahajan	3
Kittipat Virochsiri	3
Melanie Kambadur	3
Christopher Amato	3
Seth Cooper	3
Wen-Yen Chen	2
Liang Tan	2
Sergey Edunov	2
Kuang-Hung Liu	2
Sharan Narang	2
Yundi Qian	2
Xuewei Wang	2
Wenhan Xiong	2
Suchin Gururangan	2
Chenguang Zhu	2
Jiang Liu	2
Liang Feng	2
Chloe Bi	2
Rui Hou	2
Aston Zhang	2
Yuyu Xu	2
Jiyan Yang	2
Wei Wen	2
Mengying Sun	2
Ruiyang Xu	2
Laurens van der Maaten	2
Annie Franco	1
Raymond Li	1
Lawrence R. Chen	1
Joe Spisak	1
Shali Jiang	1
Diana Liskovich	1
Soumith Chintala	1
Soumya Batra	1
Yossi Adi	1
Zachary DeVito	1
Jiecao Yu	1
Nikolay Laptev	1
Joseph Della Rocca	1
Ishan Misra	1
Dieuwke Hupkes	1
JL Weissman	1
Rachad Alao	1
Davide Testuggine	1
Roberta Raileanu	1
Nikolay Bogoychev	1
Mikayel Samvelyan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Player Skill Decomposition in Multiplayer Online Battle Arenas	2017	Zhengxing Chen Yizhou Sun Magy Seif El‐Nasr Truong-Huy D. Nguyen	3
+ PDF Chat	A Markovian Decision Process	1957	Richard Bellman	3
+	Learning to Learn without Gradient Descent by Gradient Descent	2016	Yutian Chen Matthew W. Hoffman Sergio Gómez Colmenarejo Misha Denil Timothy Lillicrap Matt Botvinick Nando de Freitas	2
+	Learning to Optimize Neural Nets	2017	Ke Li Jitendra Malik	2
+	Prioritized Experience Replay	2015	Tom Schaul John Quan Ioannis Antonoglou David Silver	2
+	Learning to learn by gradient descent by gradient descent	2016	Marcin Andrychowicz Misha Denil Sergio Luis Suárez Gómez Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas	2
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	2
+	Learning to Learn	1998	Jonathan Baxter	2
+	A Generalized Bradley-Terry Model: From Group Competition to Individual Skill	2004	Tzu-Kuo Huang Chih‐Jen Lin Ruby C. Weng	2
+	Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations	2017	Aravind Rajeswaran Vikash Kumar Abhishek Gupta John Schulman Emanuel Todorov Sergey Levine	1
+	Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor	2018	Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine	1
+	Addressing Function Approximation Error in Actor-Critic Methods	2018	Scott Fujimoto Herke van Hoof David Meger	1
+	Smoothed Action Value Functions for Learning Gaussian Policies	2018	Ofir Nachum Mohammad Norouzi George Tucker Dale Schuurmans	1
+	None	1999	Reuven Y. Rubinstein	1
+	Horizon: Facebook's Open Source Applied Reinforcement Learning Platform	2018	Jason Gauci Edoardo Conti Yitao Liang Kittipat Virochsiri Yuchen He Zachary Kaden Vivek Narayanan Xiaohui Ye	1
+ PDF Chat	Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks	2020	Zhi-Qin John Xu Zhi-Qin John Xu Yaoyu Zhang Yaoyu Zhang T. Luo Yanyang Xiao Zheng Ma Zheng	1
+	Leveraging exploration in off-policy algorithms via normalizing flows	2019	Bogdan Mazoure Thang Doan Audrey Durand R Devon Hjelm Joëlle Pineau	1
+	Exploring Cyberbullying and Other Toxic Behavior in Team Competition Online Games	2015	Haewoon Kwak Jeremy Blackburn Seungyeop Han	1
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jay B. Dean	1
+	Dueling Network Architectures for Deep Reinforcement Learning	2015	Ziyu Wang Tom Schaul Matteo Hessel Hado van Hasselt Marc Lanctot Nando de Freitas	1
+	Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations	2018	Aravind Rajeswaran Vikash Kumar Abhishek Gupta Giulia Vezzani John Schulman Emanuel Todorov Sergey Levine	1
+	Prioritized Experience Replay	2015	Tom Schaul John Quan Ioannis Antonoglou David Silver	1
+	Reinforcement Learning Applications	2019	Yuxi Li	1
+	A Kernel Loss for Solving the Bellman Equation	2019	Yihao Feng Lihong Li Qiang Liu	1
+	A Convergence Result for Regularized Actor-Critic Methods	2019	Wesley A. Suttle Zhuoran Yang Kaiqing Zhang Ji Liu	1
+	Principal Component Analysis	2005	Ian T. Jolliffe	1
+ PDF Chat	Budget Constrained Bidding by Model-free Reinforcement Learning in Display Advertising	2018	Di Wu Xiujun Chen Xun Yang Hao Wang Qing Tan Xiaoxun Zhang Jian Xu Kun Gai	1
+ PDF Chat	Sim-to-Real Transfer of Robotic Control with Dynamics Randomization	2018	Xue Bin Peng Marcin Andrychowicz Wojciech Zaremba Pieter Abbeel	1
+ PDF Chat	Real-Time Bidding by Reinforcement Learning in Display Advertising	2017	Han Cai Kan Ren Weinan Zhang Kleanthis Malialis Jun Wang Yong Yu Defeng Guo	1
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jeffrey Dean	1
+	Deep reinforcement learning for page-wise recommendations	2018	Xiangyu Zhao Long Xia Liang Zhang Zhuoye Ding Dawei Yin Jiliang Tang	1
+	Pattern Recognition and Machine Learning	2007	Christopher Bishop	1
+ PDF Chat	Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)	2000	Jerome H. Friedman Trevor Hastie Robert Tibshirani	1
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	1
+ PDF Chat	Parameter Estimation in Large Dynamic Paired Comparison Experiments	1999	Mark E. Glickman	1
+ PDF Chat	Online Stochastic Matching: Beating 1-1/e	2009	Jon Feldman Aranyak Mehta Vahab Mirrokni S. Muthukrishnan	1
+	Benchmarking Deep Reinforcement Learning for Continuous Control	2016	Yan Duan Xi Chen Rein Houthooft John Schulman Pieter Abbeel	1
+	Real-time eSports Match Result Prediction	2017	Yifan Yang Tian Qin Yu-Heng Lei	1
+	Learning to Learn without Gradient Descent by Gradient Descent	2016	Yutian Chen Matthew W. Hoffman Sergio Gómez Colmenarejo Misha Denil Timothy Lillicrap Matt Botvinick Nando de Freitas	1