Jiechao Xiong

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 29

Top Topics

Iterative Regularization

Reinforcement Learning

Preference Aggregation

Top Venues

Publications

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)
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) (2021)
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao
Evaluating Visual Properties via Robust HodgeRank. Int. J. Comput. Vis. 129 (5) (2021)
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 (2020)
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 (2020)
Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao
Who Likes What? - SplitLBI in Exploring Preferential Diversity of Ratings. AAAI (2020)
Hao Sun, Ziping Xu, Yuhang Song, Meng Fang, Jiechao Xiong, Bo Dai, Zhengyou Zhang, Bolei Zhou
Zeroth-Order Supervised Policy Improvement. CoRR (2020)
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 (2019)
Qing Wang, Yingru Li, Jiechao Xiong, Tong Zhang
Divergence-Augmented Policy Optimization. NeurIPS (2019)
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) (2019)
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)
Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation. AAAI (2018)
Qing Wang, Jiechao Xiong, Lei Han, Peng Sun, Han Liu, Tong Zhang
Exponentially Weighted Imitation Learning for Batched Historical Data. NeurIPS (2018)
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 (2018)
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)
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)
Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao
A Margin-based MLE for Crowdsourced Partial Ranking. CoRR (2018)
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 (2018)
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 (2018)
Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao
Exploring Outliers in Crowdsourced Ranking for QoE. ACM Multimedia (2017)
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 (2017)
Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao
Exploring Outliers in Crowdsourced Ranking for QoE. CoRR (2017)
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking. ICML (2016)
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. ACM Multimedia (2016)
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. CoRR (2016)
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) (2016)
Chendi Huang, Xinwei Sun, Jiechao Xiong, Yuan Yao
Split LBI: An Iterative Regularization Path with Structural Sparsity. NIPS (2016)
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 (2015)
Braxton Osting, Jiechao Xiong, Qianqian Xu, Yuan Yao
Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs. CoRR (2015)
Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao
Robust Statistical Ranking: Theory and Algorithms. CoRR (2014)
Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao
Online HodgeRank on Random Graphs for Crowdsourceable QoE Evaluation. IEEE Trans. Multim. 16 (2) (2014)
Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao
Robust evaluation for quality of experience in crowdsourcing. ACM Multimedia (2013)