Wulong Liu

According to our database, Wulong Liu authored at least 48 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A survey on interpretable reinforcement learning.

Claire Glanois, Paul Weng, Matthieu Zimmer, Dong Li, Tianpei Yang, Jianye Hao, Wulong Liu

Mach. Learn., July, 2024

Cooperative Multiagent Transfer Learning With Coalition Pattern Decomposition.

Tianze Zhou, Fubiao Zhang, Kun Shao, Zipeng Dai, Kai Li, Wenhan Huang, Weixun Wang, Bin Wang, Dong Li, Wulong Liu, Jianye Hao

IEEE Trans. Games, June, 2024

FlatQuant: Flatness Matters for LLM Quantization.

Yuxuan Sun, Ruikang Liu, Haoli Bai, Han Bao, Kang Zhao, Yuening Li, Jiaxin Hu, Xianzhi Yu, Lu Hou, Chun Yuan, Xin Jiang, Wulong Liu, Jun Yao

CoRR, 2024

Generalizable and Relation Sensitive Netlist Representation for Analog Circuit Design.

Surya Penmetsa, Fahad Rahman Amik, Zhanguang Zhang, Yingying Fu, Yingxue Zhang, Wulong Liu, Jianye Hao

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

Differentiable Logic Machines.

Matthieu Zimmer, Xuening Feng, Claire Glanois, Zhaohui Jiang, Jianyi Zhang, Paul Weng, Dong Li, Jianye Hao, Wulong Liu

Trans. Mach. Learn. Res., 2023

Mathematical Challenges in Deep Learning.

Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen

CoRR, 2023

Achieving Last-Mile Functional Coverage in Testing Chip Design Software Implementations.

Ming Yan, Junjie Chen, Hangyu Mao, Jiajun Jiang, Jianye Hao, Xingjian Li, Zhao Tian, Zhichao Chen, Dong Li, Zhangkong Xian, Yanwei Guo, Wulong Liu, Bin Wang, Yuefeng Sun, Yongshun Cui

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

Research on Air Quality Classification Based on KNN and CART.

Cuihua Tian, Wulong Liu, Chaoxu Lin, Islam Al-Qudah, Weisi Chen

Proceedings of the 2023 3rd International Conference on Big Data, 2023

2022

Conformalized Fairness via Quantile Regression.

Meichen Liu, Lei Ding, Dengdeng Yu, Wulong Liu, Linglong Kong, Bei Jiang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding.

Mohammad Amini, Zhanguang Zhang, Surya Penmetsa, Yingxue Zhang, Jianye Hao, Wulong Liu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Neuro-Symbolic Hierarchical Rule Induction.

Claire Glanois, Zhaohui Jiang, Xuening Feng, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu, Jianye Hao

Proceedings of the International Conference on Machine Learning, 2022

LHNN: lattice hypergraph neural network for VLSI congestion prediction.

Bowen Wang, Guibao Shen, Dong Li, Jianye Hao, Wulong Liu, Yu Huang, Hongzhong Wu, Yibo Lin, Guangyong Chen, Pheng-Ann Heng

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator.

Hongyao Tang, Zhaopeng Meng, Jianye Hao, Chen Chen, Daniel Graves, Dong Li, Changmin Yu, Hangyu Mao, Wulong Liu, Yaodong Yang, Wenyuan Tao, Li Wang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Neuro-Symbolic Hierarchical Rule Induction.

Claire Glanois, Xuening Feng, Zhaohui Jiang, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu

CoRR, 2021

S³: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks.

Xinlin Li, Bang Liu, Yaoliang Yu, Wulong Liu, Chunjing Xu, Vahid Partovi Nia

CoRR, 2021

Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment.

Tianze Zhou, Fubiao Zhang, Kun Shao, Kai Li, Wenhan Huang, Jun Luo, Weixun Wang, Yaodong Yang, Hangyu Mao, Bin Wang, Dong Li, Wulong Liu, Jianye Hao

CoRR, 2021

Learning Symbolic Rules for Interpretable Deep Reinforcement Learning.

Zhihao Ma, Yuzheng Zhuang, Paul Weng, Hankz Hankui Zhuo, Dong Li, Wulong Liu, Jianye Hao

CoRR, 2021

An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning.

Tianpei Yang, Weixun Wang, Hongyao Tang, Jianye Hao, Zhaopeng Meng, Hangyu Mao, Dong Li, Wulong Liu, Yingfeng Chen, Yujing Hu, Changjie Fan, Chengwei Zhang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adaptive Online Packing-guided Search for POMDPs.

Chenyang Wu, Guoyu Yang, Zongzhang Zhang, Yang Yu, Dong Li, Wulong Liu, Jianye Hao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Model-Based Reinforcement Learning via Imagination with Derived Memory.

Yao Mu, Yuzheng Zhuang, Bin Wang, Guangxiang Zhu, Wulong Liu, Jianyu Chen, Ping Luo, Shengbo Li, Chongjie Zhang, Jianye Hao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

S$^3$: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks.

Xinlin Li, Bang Liu, Yaoliang Yu, Wulong Liu, Chunjing Xu, Vahid Partovi Nia

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Reinforcement Learning based Negotiation-aware Motion Planning of Autonomous Vehicles.

Zhitao Wang, Yuzheng Zhuang, Qiang Gu, Dong Chen, Hongbo Zhang, Wulong Liu

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Relational Navigation Learning in Continuous Action Space among Crowds.

Xueyou Zhang, Wei Xi, Xian Guo, Yongchun Fang, Bin Wang, Wulong Liu, Jianye Hao

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction.

Amur Ghose, Vincent Zhang, Yingxue Zhang, Dong Li, Wulong Liu, Mark Coates

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract).

Feng Xu, Shengyi Jiang, Hao Yin, Zongzhang Zhang, Yang Yu, Ming Li, Dong Li, Wulong Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

LB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract).

Chenyang Wu, Rui Kong, Guoyu Yang, Xianghan Kong, Zongzhang Zhang, Yang Yu, Dong Li, Wulong Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction.

Hongyao Tang, Zhaopeng Meng, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Jianye Hao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning.

Haotian Fu, Hongyao Tang, Jianye Hao, Chen Chen, Xidong Feng, Dong Li, Wulong Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Addressing Action Oscillations through Learning Policy Inertia.

Chen Chen, Hongyao Tang, Jianye Hao, Wulong Liu, Zhaopeng Meng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving.

Ming Zhou, Jun Luo, Julian Villela, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Aurora Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Dong Chen, Zhengbang Zhu, Nhat M. Nguyen, Mohamed Elsayed, Kun Shao, Sanjeevan Ahilan, Baokuan Zhang, Jiannan Wu, Zhengang Fu, Kasra Rezaee, Peyman Yadmellat, Mohsen Rohani, Nicolas Perez Nieves, Yihan Ni, Seyedershad Banijamali, Alexander I. Cowen-Rivers, Zheng Tian, Daniel Palenicek, Haitham Bou-Ammar, Hongbo Zhang, Wulong Liu, Jianye Hao, Jun Wang

CoRR, 2020

What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator.

Hongyao Tang, Zhaopeng Meng, Jianye Hao, Chen Chen, Daniel Graves, Dong Li, Wulong Liu, Yaodong Yang

CoRR, 2020

Learning When to Transfer among Agents: An Efficient Multiagent Transfer Learning Framework.

Tianpei Yang, Weixun Wang, Hongyao Tang, Jianye Hao, Zhaopeng Meng, Wulong Liu, Yujing Hu, Yingfeng Chen

CoRR, 2020

Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning.

Yaodong Yang, Jianye Hao, Ben Liao, Kun Shao, Guangyong Chen, Wulong Liu, Hongyao Tang

CoRR, 2020

A Multi-Task Reinforcement Learning Approach for Navigating Unsignalized Intersections.

Shixiong Kai, Bin Wang, Dong Chen, Jianye Hao, Hongbo Zhang, Wulong Liu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Efficient Deep Reinforcement Learning via Adaptive Policy Transfer.

Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Yujing Hu, Yingfeng Chen, Changjie Fan, Weixun Wang, Wulong Liu, Zhaodong Wang, Jiajie Peng

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets.

Cong Fei, Bin Wang, Yuzheng Zhuang, Zongzhang Zhang, Jianye Hao, Hongbo Zhang, Xuewu Ji, Wulong Liu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multi-Agent Interactions Modeling with Correlated Policies.

Minghuan Liu, Ming Zhou, Weinan Zhang, Yuzheng Zhuang, Jun Wang, Wulong Liu, Yong Yu

Proceedings of the 8th International Conference on Learning Representations, 2020

MGHRL: Meta Goal-Generation for Hierarchical Reinforcement Learning.

Haotian Fu, Hongyao Tang, Jianye Hao, Wulong Liu, Chen Chen

Proceedings of the Distributed Artificial Intelligence - Second International Conference, 2020

SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving.

Ming Zhou, Jun Luo, Julian Villela, Yaodong Yang, David Rusu, Jiayu Miao, Weinan Zhang, Montgomery Alban, Iman Fadakar, Zheng Chen, Chongxi Huang, Ying Wen, Kimia Hassanzadeh, Daniel Graves, Zhengbang Zhu, Yihan Ni, Nhat M. Nguyen, Mohamed Elsayed, Haitham Ammar, Alexander I. Cowen-Rivers, Sanjeevan Ahilan, Zheng Tian, Daniel Palenicek, Kasra Rezaee, Peyman Yadmellat, Kun Shao, Dong Chen, Baokuan Zhang, Hongbo Zhang, Jianye Hao, Wulong Liu, Jun Wang

Proceedings of the 4th Conference on Robot Learning, 2020

Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning.

Hangyu Mao, Wulong Liu, Jianye Hao, Jun Luo, Dong Li, Zhengchao Zhang, Jun Wang, Zhen Xiao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2015

Whitespace-Aware TSV Arrangement in 3-D Clock Tree Synthesis.

Wulong Liu, Yu Wang, Guoqing Chen, Yuchun Ma, Yuan Xie, Huazhong Yang

IEEE Trans. Very Large Scale Integr. Syst., 2015

Modeling and optimization of low power resonant clock mesh.

Wulong Liu, Guoqing Chen, Yu Wang, Huazhong Yang

Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

2014

On-Chip Hybrid Power Supply System for Wireless Sensor Nodes.

Wulong Liu, Yu Wang, Yuchun Ma, Yuan Xie, Huazhong Yang

ACM J. Emerg. Technol. Comput. Syst., 2014

Exploration of Electrical and Novel Optical Chip-to-Chip Interconnects.

Wulong Liu, Yu Wang, Xue Feng, Yidong Huang, Huazhong Yang, Yuan Xie, Guoqing Chen

IEEE Des. Test, 2014

Design Methodologies for 3D Mixed Signal Integrated Circuits: a Practical 12-bit SAR ADC Design Case.

Wulong Liu, Guoqing Chen, Xue Han, Yu Wang, Yuan Xie, Huazhong Yang

Proceedings of the 51st Annual Design Automation Conference 2014, 2014

2013

Whitespace-aware TSV arrangement in 3D clock tree synthesis.

Xin Li, Wulong Liu, Haixiao Du, Yu Wang, Yuchun Ma, Huazhong Yang

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2013

TSV-aware topology generation for 3D Clock Tree Synthesis.

Wulong Liu, Haixiao Du, Yu Wang, Yuchun Ma, Yuan Xie, Jinguo Quan, Huazhong Yang

Proceedings of the International Symposium on Quality Electronic Design, 2013

2011

On-chip hybrid power supply system for wireless sensor nodes.

Wulong Liu, Yu Wang, Wei Liu, Yuchun Ma, Yuan Xie, Huazhong Yang

Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011