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Changjie Fan

NetEase Fuxi AI Lab

Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games


Jun 10, 2021
Xiangyu Liu, Hangtian Jia, Ying Wen, Yaodong Yang, Yujing Hu, Yingfeng Chen, Changjie Fan, Zhipeng Hu

* We investigate a new perspective on unifying diversity measures for open-ended learning in zero-sum games, which shapes an auto-curriculum to induce diverse yet effective behaviors 

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Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence


May 19, 2021
Jian Guan, Xiaoxi Mao, Changjie Fan, Zitao Liu, Wenbiao Ding, Minlie Huang

* ACL 2021 Long Paper 

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OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics


May 19, 2021
Jian Guan, Zhexin Zhang, Zhuoer Feng, Zitao Liu, Wenbiao Ding, Xiaoxi Mao, Changjie Fan, Minlie Huang

* ACL 2021 Long Paper 

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Write-a-speaker: Text-based Emotional and Rhythmic Talking-head Generation


May 07, 2021
Lincheng Li, Suzhen Wang, Zhimeng Zhang, Yu Ding, Yixing Zheng, Xin Yu, Changjie Fan


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Easy and Efficient Transformer : Scalable Inference Solution For large NLP mode


Apr 26, 2021
Gongzheng li, Yadong Xi, Jingzhen Ding, Duan Wang, Bai Liu, Changjie Fan, Xiaoxi Mao, Zeng Zhao


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Personalized Bundle Recommendation in Online Games


Apr 12, 2021
Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen

* 8 pages, 10 figures, accepted paper on CIKM 2020 

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Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation


Apr 11, 2021
Kai Wang, Zhene Zou, Qilin Deng, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen, Peng Cui

* 9 pages, 4 figures, to be published in Proceedings of the AAAI Conference on Artificial Intelligence 2021 

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Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning


Dec 06, 2020
Hangtian Jia, Yujing Hu, Yingfeng Chen, Chunxu Ren, Tangjie Lv, Changjie Fan, Chongjie Zhang

* 7 pages,12 figures 

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Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping


Nov 05, 2020
Yujing Hu, Weixun Wang, Hangtian Jia, Yixiang Wang, Yingfeng Chen, Jianye Hao, Feng Wu, Changjie Fan

* Accepted by NeurIPS2020 

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Semi-Supervised Learning for In-Game Expert-Level Music-to-Dance Translation


Sep 27, 2020
Yinglin Duan, Tianyang Shi, Zhengxia Zou, Jia Qin, Yifei Zhao, Yi Yuan, Jie Hou, Xiang Wen, Changjie Fan

* 14 pages, 8 figures 

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Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer


Aug 20, 2020
Xinhui Song, Tianyang Shi, Zunlei Feng, Mingli Song, Jackie Lin, Chuanjie Lin, Changjie Fan, Yi Yuan


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Neutral Face Game Character Auto-Creation via PokerFace-GAN


Aug 17, 2020
Tianyang Shi, Zhengxia Zou, Xinhui Song, Zheng Song, Changjian Gu, Changjie Fan, Yi Yuan

* Accepted by ACMMM 2020 

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Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation


Aug 17, 2020
Tianyang Shi, Zhengxia Zou, Yi Yuan, Changjie Fan

* Accepted by AAAI 2020 with supplementary material 

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Learn to Effectively Explore in Context-Based Meta-RL


Jun 15, 2020
Jin Zhang, Jianhao Wang, Hao Hu, Yingfeng Chen, Changjie Fan, Chongjie Zhang

* Committed to NeurIPS 2020 

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Unsupervised Facial Action Unit Intensity Estimation via Differentiable Optimization


Apr 13, 2020
Xinhui Song, Tianyang Shi, Tianjia Shao, Yi Yuan, Zunlei Feng, Changjie Fan


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Exploring Unknown States with Action Balance


Mar 10, 2020
Yan Song, Yingfeng Chen, Yujing Hu, Changjie Fan


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Efficient Deep Reinforcement Learning through Policy Transfer


Feb 19, 2020
Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Weixun Wang, Yujing Hu, Yingfeng Cheng, Changjie Fan, Zhaodong Wang, Jiajie Peng

* Accepted by AAMAS'2020 as an EXTENDED ABSTRACT 

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Multi-label Relation Modeling in Facial Action Units Detection


Feb 08, 2020
Xianpeng Ji, Yu Ding, Lincheng Li, Yu Chen, Changjie Fan


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To-sequence:Multi-label Relation Modeling in Facial Action Units Detection


Feb 04, 2020
Xianpeng Ji, Yu Ding, Lincheng Li, Yu Chen, Changjie Fan


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Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning


Oct 20, 2019
Yan Zheng, Ruimin Shen, Jianye Hao, Yinfeng Chen, Changjie Fan


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From Few to More: Large-scale Dynamic Multiagent Curriculum Learning


Sep 06, 2019
Weixun Wang, Tianpei Yang, Yong Liu, Jianye Hao, Xiaotian Hao, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao


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Learning Action-Transferable Policy with Action Embedding


Sep 06, 2019
Yu Chen, Yingfeng Chen, Yu Yang, Ying Li, Jianwei Yin, Changjie Fan


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Face-to-Parameter Translation for Game Character Auto-Creation


Sep 03, 2019
Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi, Yong Liu

* Accepted by ICCV 2019 

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Action Semantics Network: Considering the Effects of Actions in Multiagent Systems


Jul 26, 2019
Weixun Wang, Tianpei Yang Yong Liu, Jianye Hao, Xiaotian Hao, Yujing Hu, Yingfeng Chen, Changjie Fan, Yang Gao


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Reinforcement Learning Experience Reuse with Policy Residual Representation


May 31, 2019
Wen-Ji Zhou, Yang Yu, Yingfeng Chen, Kai Guan, Tangjie Lv, Changjie Fan, Zhi-Hua Zhou

* Conference version appears in IJCAI 2019 

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FaceSwapNet: Landmark Guided Many-to-Many Face Reenactment


May 28, 2019
Jiangning Zhang, Xianfang Zeng, Yusu Pan, Yong Liu, Yu Ding, Changjie Fan


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Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces


Mar 12, 2019
Haotian Fu, Hongyao Tang, Jianye Hao, Zihan Lei, Yingfeng Chen, Changjie Fan


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Hierarchical Deep Multiagent Reinforcement Learning


Sep 25, 2018
Hongyao Tang, Jianye Hao, Tangjie Lv, Yingfeng Chen, Zongzhang Zhang, Hangtian Jia, Chunxu Ren, Yan Zheng, Changjie Fan, Li Wang


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