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2020 – today
- 2024
[j4]Geng Ji, Wentao Jiang, Jiang Li, Fahmid Morshed Fahid, Zhengxing Chen, Yinghua Li, Jun Xiao, Chongxi Bao, Zheqing Zhu:
Correction to: Learning to bid and rank together in recommendation systems. Mach. Learn. 113(3): 1509 (2024)- [j3]Geng Ji, Wentao Jiang, Jiang Li, Fahmid Morshed Fahid, Zhengxing Chen, Yinghua Li, Jun Xiao, Chongxi Bao, Zheqing Zhu:
Learning to bid and rank together in recommendation systems. Mach. Learn. 113(5): 2559-2573 (2024) - [c11]Wei Zhang
, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy:
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. WWW (Companion Volume) 2024: 47-55 - [c10]Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen:
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. WWW (Companion Volume) 2024: 73-82 - [c9]Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen:
AutoML for Large Capacity Modeling of Meta's Ranking Systems. WWW (Companion Volume) 2024: 374-382 - [i16]Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten:
Law of the Weakest Link: Cross Capabilities of Large Language Models. CoRR abs/2409.19951 (2024) - [i15]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
Towards Automated Model Design on Recommender Systems. CoRR abs/2411.07569 (2024) - [i14]Yue Yu, Zhengxing Chen, Aston Zhang, Liang Tan, Chenguang Zhu, Richard Yuanzhe Pang, Yundi Qian, Xuewei Wang, Suchin Gururangan, Chao Zhang, Melanie Kambadur, Dhruv Mahajan, Rui Hou:
Self-Generated Critiques Boost Reward Modeling for Language Models. CoRR abs/2411.16646 (2024) - 2023
- [c8]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW 2023: 1199-1207 - [i13]Hang Yin, Kuang-Hung Liu, Mengying Sun, Yuxin Chen, Buyun Zhang, Jiang Liu, Vivek Sehgal, Rudresh Rajnikant Panchal, Eugen Hotaj, Xi Liu, Daifeng Guo, Jamey Zhang, Zhou Wang, Shali Jiang, Huayu Li, Zhengxing Chen, Wen-Yen Chen, Jiyan Yang, Wei Wen:
AutoML for Large Capacity Modeling of Meta's Ranking Systems. CoRR abs/2311.07870 (2023) - [i12]Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen:
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. CoRR abs/2311.08430 (2023) - [i11]Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Min Li, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy:
Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. CoRR abs/2311.09544 (2023) - 2022
- [j2]Zhengxing Chen, Qihang Wang, Qing He, Tianle Yu, Min Zhang, Ping Wang:
CUFuse: Camera and Ultrasound Data Fusion for Rail Defect Detection. IEEE Trans. Intell. Transp. Syst. 23(11): 21971-21983 (2022) - [i10]Yang Liu, Juan Wang, Zhengxing Chen, Ian Fox, Imani Mufti, Jason Sukumaran, Baokun He, Xiling Sun, Feng Liang:
Personalized Execution Time Optimization for the Scheduled Jobs. CoRR abs/2203.06158 (2022) - [i9]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. CoRR abs/2207.07187 (2022) - 2021
- [c7]Yang Liu, Zhengxing Chen, Kittipat Virochsiri, Juan Wang, Jiahao Wu, Feng Liang:
Reinforcement Learning-based Product Delivery Frequency Control. AAAI 2021: 15355-15361 - [c6]Ruiyang Xu, Zhengxing Chen:
A Feature Analysis Tool for Batch RL Datasets. WWW (Companion Volume) 2021: 114-122 - [i8]Ruiyang Xu, Zhengxing Chen:
A Validation Tool for Designing Reinforcement Learning Environments. CoRR abs/2112.05519 (2021) - 2020
- [j1]Yifeng Wang, Ping Wang, Qihang Wang, Zhengxing Chen, Qing He:
Using Vehicle Interior Noise Classification for Monitoring Urban Rail Transit Infrastructure. Sensors 20(4): 1112 (2020) - [i7]Miguel Campo, Zhengxing Chen, Luke Kung, Kittipat Virochsiri, Jianyu Wang:
Band-limited Soft Actor Critic Model. CoRR abs/2006.11431 (2020) - [i6]Yang Liu, Zhengxing Chen, Kittipat Virochsiri, Juan Wang, Jiahao Wu, Feng Liang:
Reinforcement Learning-based Product Delivery Frequency Control. CoRR abs/2012.10858 (2020)
2010 – 2019
- 2018
- [c5]Zhengxing Chen, Christopher Amato, Truong-Huy D. Nguyen, Seth Cooper, Yizhou Sun, Magy Seif El-Nasr:
Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games. CIG 2018: 1-8 - [c4]Zhengxing Chen, Truong-Huy D. Nguyen, Yuyu Xu, Christopher Amato, Seth Cooper, Yizhou Sun, Magy Seif El-Nasr:
The art of drafting: a team-oriented hero recommendation system for multiplayer online battle arena games. RecSys 2018: 200-208 - [i5]Zhengxing Chen, Yuyu Xu, Truong-Huy D. Nguyen, Yizhou Sun, Magy Seif El-Nasr:
Modeling Game Avatar Synergy and Opposition through Embedding in Multiplayer Online Battle Arena Games. CoRR abs/1803.10402 (2018) - [i4]Zhengxing Chen, Chris Amato, Truong-Huy D. Nguyen, Seth Cooper, Yizhou Sun, Magy Seif El-Nasr:
Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games. CoRR abs/1806.09771 (2018) - [i3]Zhengxing Chen, Truong-Huy D. Nguyen, Yuyu Xu, Chris Amato, Seth Cooper, Yizhou Sun, Magy Seif El-Nasr:
The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games. CoRR abs/1806.10130 (2018) - 2017
- [c3]Zhengxing Chen, Su Xue, John Kolen, Navid Aghdaie, Kazi A. Zaman, Yizhou Sun, Magy Seif El-Nasr:
EOMM: An Engagement Optimized Matchmaking Framework. WWW 2017: 1143-1150 - [i2]Zhengxing Chen, Yizhou Sun, Magy Seif El-Nasr, Truong-Huy D. Nguyen:
Player Skill Decomposition in Multiplayer Online Battle Arenas. CoRR abs/1702.06253 (2017) - [i1]Zhengxing Chen, Su Xue, John Kolen, Navid Aghdaie, Kazi A. Zaman, Yizhou Sun, Magy Seif El-Nasr:
EOMM: An Engagement Optimized Matchmaking Framework. CoRR abs/1702.06820 (2017) - 2015
- [c2]Edward F. Melcer, Truong-Huy D. Nguyen, Zhengxing Chen, Alessandro Canossa, Magy Seif El-Nasr, Katherine Isbister:
Games Research Today: Analyzing the Academic Landscape 2000-2014. FDG 2015 - 2014
- [c1]Mikhail A. Kabakov, Alessandro Canossa, Magy Seif El-Nasr, Jeremy B. Badler, Randy C. Colvin, Stefanie Tignor, Zhengxing Chen, Kunal Asarsa:
A bottom-up method for developing a trait-based model of player behavior. CHI PLAY 2014: 427-428
Coauthor Index
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