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2020 – today
- 2022
[c13]Haobo Fu, Ye Tian, Hongxiang Yu, Weiming Liu, Shuang Wu, Jiechao Xiong, Ying Wen, Kai Li, Junliang Xing, Qiang Fu, Wei Yang:
Greedy when Sure and Conservative when Uncertain about the Opponents. ICML 2022: 6829-6848- 2021
- [j5]Qianqian Xu
, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
Evaluating Visual Properties via Robust HodgeRank. Int. J. Comput. Vis. 129(5): 1732-1753 (2021) - [j4]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size. IEEE Trans. Knowl. Data Eng. 33(6): 2467-2478 (2021) - 2020
- [c12]Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Who Likes What? - SplitLBI in Exploring Preferential Diversity of Ratings. AAAI 2020: 262-269 - [i14]Hao Sun, Ziping Xu, Yuhang Song, Meng Fang, Jiechao Xiong, Bo Dai, Zhengyou Zhang, Bolei Zhou:
Zeroth-Order Supervised Policy Improvement. CoRR abs/2006.06600 (2020) - [i13]Peng Sun, Jiechao Xiong, Lei Han, Xinghai Sun, Shuxing Li, Jiawei Xu, Meng Fang, Zhengyou Zhang:
TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement Learning. CoRR abs/2011.12895 (2020) - [i12]Lei Han, Jiechao Xiong, Peng Sun, Xinghai Sun, Meng Fang, Qingwei Guo, Qiaobo Chen, Tengfei Shi, Hongsheng Yu, Zhengyou Zhang:
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game. CoRR abs/2011.13729 (2020)
2010 – 2019
- 2019
- [j3]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 844-856 (2019) - [c11]Lei Han, Peng Sun, Yali Du, Jiechao Xiong, Qing Wang, Xinghai Sun, Han Liu, Tong Zhang:
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI. ICML 2019: 2576-2585 - [c10]Qing Wang, Yingru Li, Jiechao Xiong, Tong Zhang:
Divergence-Augmented Policy Optimization. NeurIPS 2019: 6097-6108 - [i11]Qing Wang, Jiechao Xiong, Lei Han, Meng Fang, Xinghai Sun, Zhuobin Zheng, Peng Sun, Zhengyou Zhang:
Arena: a toolkit for Multi-Agent Reinforcement Learning. CoRR abs/1907.09467 (2019) - 2018
- [c9]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size. AAAI 2018: 3738-3745 - [c8]Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao:
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation. AAAI 2018: 4326-4334 - [c7]Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. ACM Multimedia 2018: 591-599 - [c6]Qing Wang, Jiechao Xiong, Lei Han, Peng Sun, Han Liu, Tong Zhang:
Exponentially Weighted Imitation Learning for Batched Historical Data. NeurIPS 2018: 6291-6300 - [i10]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation. CoRR abs/1804.11177 (2018) - [i9]Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. CoRR abs/1807.11014 (2018) - [i8]Peng Sun, Xinghai Sun, Lei Han, Jiechao Xiong, Qing Wang, Bo Li, Yang Zheng, Ji Liu, Yongsheng Liu, Han Liu, Tong Zhang:
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game. CoRR abs/1809.07193 (2018) - [i7]Jiechao Xiong, Qing Wang, Zhuoran Yang, Peng Sun, Lei Han, Yang Zheng, Haobo Fu, Tong Zhang, Ji Liu, Han Liu:
Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space. CoRR abs/1810.06394 (2018) - 2017
- [c5]Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao:
Exploring Outliers in Crowdsourced Ranking for QoE. ACM Multimedia 2017: 1540-1548 - [i6]Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao:
Exploring Outliers in Crowdsourced Ranking for QoE. CoRR abs/1707.07539 (2017) - [i5]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size. CoRR abs/1711.06446 (2017) - 2016
- [j2]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao:
Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 563-577 (2016) - [c4]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking. ICML 2016: 1282-1291 - [c3]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. ACM Multimedia 2016: 841-850 - [c2]Chendi Huang, Xinwei Sun, Jiechao Xiong, Yuan Yao:
Split LBI: An Iterative Regularization Path with Structural Sparsity. NIPS 2016: 3369-3377 - [i4]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. CoRR abs/1607.03401 (2016) - 2015
- [i3]Yanwei Fu, Timothy M. Hospedales, Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao:
Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels. CoRR abs/1501.06202 (2015) - [i2]Braxton Osting, Jiechao Xiong, Qianqian Xu, Yuan Yao:
Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs. CoRR abs/1503.00164 (2015) - 2014
- [j1]Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao:
Online HodgeRank on Random Graphs for Crowdsourceable QoE Evaluation. IEEE Trans. Multim. 16(2): 373-386 (2014) - [i1]Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao:
Robust Statistical Ranking: Theory and Algorithms. CoRR abs/1408.3467 (2014) - 2013
- [c1]Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao:
Robust evaluation for quality of experience in crowdsourcing. ACM Multimedia 2013: 43-52
Coauthor Index
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