Wu, Ruofan

13 publications

ICML 2025 Reinforcement Learning Control of a Physical Robot Device for Assisted Human Walking Without a Simulator Junmin Zhong, Emiliano Quinones Yumbla, Seyed Yousef Soltanian, Ruofan Wu, Wenlong Zhang, Jennie Si

NeurIPS 2025 The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization Jae-Won Chung, Jeff J. Ma, Ruofan Wu, Jiachen Liu, Oh Jun Kweon, Yuxuan Xia, Zhiyu Wu, Mosharaf Chowdhury

ICLR 2024 A Graph Is Worth 1-Bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks Jintang Li, Huizhe Zhang, Ruofan Wu, Zulun Zhu, Baokun Wang, Changhua Meng, Zibin Zheng, Liang Chen

NeurIPS 2024 On Provable Privacy Vulnerabilities of Graph Representations Ruofan Wu, Guanhua Fang, Mingyang Zhang, Qiying Pan, Tengfei Liu, Weiqiang Wang

NeurIPS 2024 Resource-Aware Federated Self-Supervised Learning with Global Class Representations Mingyi Li, Xiao Zhang, Qi Wang, Tengfei Liu, Ruofan Wu, Weiqiang Wang, Fuzhen Zhuang, Hui Xiong, Dongxiao Yu

NeurIPS 2024 State Space Models on Temporal Graphs: A First-Principles Study Jintang Li, Ruofan Wu, Xinzhou Jin, Boqun Ma, Liang Chen, Zibin Zheng

NeurIPS 2023 A Long $n$-Step Surrogate Stage Reward for Deep Reinforcement Learning Junmin Zhong, Ruofan Wu, Jennie Si

NeurIPSW 2023 FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks Qiying Pan, Ruofan Wu, Tengfei Liu, Tianyi Zhang, Yifei Zhu, Weiqiang Wang

NeurIPS 2023 Neural Frailty Machine: Beyond Proportional Hazard Assumption in Neural Survival Regressions Ruofan Wu, Jiawei Qiao, Mingzhe Wu, Wen Yu, Ming Zheng, Tengfei Liu, Tianyi Zhang, Weiqiang Wang

NeurIPSW 2023 Privacy-Preserving Design of Graph Neural Networks with Applications to Vertical Federated Learning Ruofan Wu, Mingyang Zhang, Lingjuan Lyu, Xiaolong Xu, Xiuquan Hao, Xinyi Fu, Tengfei Liu, Tianyi Zhang, Weiqiang Wang

AAAI 2023 Scaling up Dynamic Graph Representation Learning via Spiking Neural Networks Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng

NeurIPS 2022 Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking Ruofan Wu, Junmin Zhong, Brent Wallace, Xiang Gao, He Huang, Jennie Si

NeurIPS 2022 TREC: Transient Redundancy Elimination-Based Convolution Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen