Siyang Wu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Precision Agriculture: Crop Mapping using Machine Learning and Sentinel-2 Satellite Imagery	2023	Kui Zhao Siyang Wu Chang Liu Yue Wu Natalia Efremova
+	Automatic Truss Design with Reinforcement Learning	2023	Weihua Du Jinglun Zhao Chao Yu Xingcheng Yao Zimeng Song Siyang Wu Ruifeng Luo Zhiyuan Liu Xianzhong Zhao Yi Wu
+	Automatic Truss Design with Reinforcement Learning	2023	Weihua Du Jinglun Zhao Chao Yu Xingcheng Yao Zimeng Song Siyang Wu Ruifeng Luo Zhiyuan Liu Xianzhong Zhao Yi Wu
+	Adversarial Examples in the Physical World: A Survey	2023	Jiakai Wang Donghua Wang Jin Hu Siyang Wu Tingsong Jiang Wen Yao Aishan Liu Xianglong Liu
+	A Compact LSTM-SVM Fusion Model for Long-Duration Cardiovascular Diseases Detection	2023	Siyang Wu
+	Containerized Distributed Value-Based Multi-Agent Reinforcement Learning	2021	Siyang Wu Tonghan Wang Chenghao Li Chongjie Zhang

Common Coauthors

Coauthor	Papers Together
Ruifeng Luo	2
Chao Yu	2
Xingcheng Yao	2
Zimeng Song	2
Weihua Du	2
Jinglun Zhao	2
Xianzhong Zhao	2
Jin Hu	1
Tingsong Jiang	1
Tonghan Wang	1
Donghua Wang	1
Wen Yao	1
Zhiyuan Liu	1
Zhiyuan Liu	1
Chang Liu	1
Yue Wu	1
Kui Zhao	1
Yi Wu	1
Chenghao Li	1
Chongjie Zhang	1
Aishan Liu	1
Xianglong Liu	1
Yi Wu	1
Natalia Efremova	1
Jiakai Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Massively Parallel Methods for Deep Reinforcement Learning	2015	Arun Sukumaran Nair P. Srinivasan Sam Blackwell Cagdas Alcicek Rory Fearon Alessandro De Maria Vedavyas Panneershelvam Mustafa Suleyman Charles Beattie Stig Petersen	1
+	On Estimating Regression	1964	É. A. Nadaraya	1
+	Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	1
+	Learning Combinatorial Optimization Algorithms over Graphs	2017	Hanjun Dai Elias B. Khalil Yuyu Zhang Bistra Dilkina Le Song	1
+	Emergence of Locomotion Behaviours in Rich Environments	2017	Nicolas Heess Dhruva Tb Sriram Srinivasan Jay Lemmon Josh Merel Greg Wayne Yuval Tassa Tom Erez Ziyu Wang S. M. Ali Eslami	1
+	StarCraft II: A New Challenge for Reinforcement Learning	2017	Oriol Vinyals Timo Ewalds Sergey Bartunov Petko Georgiev Alexander Sasha Vezhnevets Michelle Yeo Alireza Makhzani Heinrich Küttler John Agapiou Julian Schrittwieser	1
+ PDF Chat	Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties	2018	Tian Xie Jeffrey C. Grossman	1
+	Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm	2017	David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai Arthur Guez Marc Lanctot Laurent Sifre Dharshan Kumaran Thore Graepel	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
+	QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning	2018	Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob Foerster Shimon Whiteson	1
+	Attention, Learn to Solve Routing Problems!	2018	Wouter Kool Herke van Hoof Max Welling	1
+	The StarCraft Multi-Agent Challenge	2019	Mikayel Samvelyan Tabish Rashid Christian Schroeder de Witt Gregory Farquhar Nantas Nardelli Tim G. J. Rudner Chia-Man Hung Philip H. S. Torr Jakob Foerster Shimon Whiteson	1
+	Neural Combinatorial Optimization with Reinforcement Learning	2016	Irwan Bello Hieu Pham Quoc V. Le Mohammad Norouzi Samy Bengio	1
+	Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments	2017	Ryan Lowe Yi Wu Aviv Tamar Jean Harb OpenAI Pieter Abbeel Igor Mordatch	1
+	Asynchronous Methods for Deep Reinforcement Learning	2016	Volodymyr Mnih Adrià Puigdomènech Badia Mehdi Mirza Alex Graves Tim Harley Timothy Lillicrap David Silver Koray Kavukcuoglu	1
+	SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference	2019	Lasse Espeholt Raphaël Marinier Piotr Stańczyk Ke Wang Marcin Michalski	1
+	Learning Improvement Heuristics for Solving the Travelling Salesman Problem	2019	Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang Andrew Lim	1
+	Influence-Based Multi-Agent Exploration	2019	Tonghan Wang Jianhao Wang Yi Wu Chongjie Zhang	1
+ PDF Chat	Google Research Football: A Novel Reinforcement Learning Environment	2020	Karol Kurach Anton Raichuk Piotr Stańczyk Michał Zając Olivier Bachem Lasse Espeholt Carlos Riquelme Damien Vincent Marcin Michalski Olivier Bousquet	1
+	ROMA: Multi-Agent Reinforcement Learning with Emergent Roles	2020	Tonghan Wang Heng Dong Victor Lesser Chongjie Zhang	1
+ PDF Chat	Session-Based Recommendation with Graph Neural Networks	2019	Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan	1
+ PDF Chat	QPLEX: Duplex Dueling Multi-Agent Q-Learning	2020	Jianhao Wang Zhizhou Ren Terry Z. Liu Yang Yu Chongjie Zhang	1
+	Active learning in robotics: A review of control principles	2021	Annalisa Taylor Thomas A. Berrueta Todd Murphey	1
+ PDF Chat	Reinforcement learning for combinatorial optimization: A survey	2021	Nina Mazyavkina Sergey Sviridov Sergei Ivanov Evgeny Burnaev	1
+	Celebrating Diversity in Shared Multi-Agent Reinforcement Learning	2021	Chenghao Li Chengjie Wu Tonghan Wang Jun Yang Qianchuan Zhao Chongjie Zhang	1
+ PDF Chat	Relevance-Aware Anomalous Users Detection in Social Network via Graph Neural Network	2021	Yangyang Li Yipeng Ji Shaoning Li Shulong He Yinhao Cao Yifeng Liu Liu Hong Xiong Li Jun Shi Yangchao Yang	1
+	Fast Graph Representation Learning with PyTorch Geometric	2019	Matthias Fey Jan Eric Lenssen	1
+	Revisiting Discrete Soft Actor-Critic	2022	Haibin Zhou Zichuan Lin Junyou Li Deheng Ye Qiang Fu Wei Yang	1
+ PDF Chat	Fluidic Topology Optimization with an Anisotropic Mixture Model	2022	Yifei Li Tao Du Sangeetha Srinivasan Kui Wu Bo Zhu Eftychios Sifakis Wojciech Matusik	1
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1