Yao Fu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 131

Top Venues

Publications

Yunxiao Shan, Yao Fu, Xiangchun Chen, Hongquan Lin, Ziquan Zhang, Jun Lin, Kai Huang
LiDAR Based Traversable Regions Identification Method for Off-Road UGV Driving. IEEE Trans. Intell. Veh. 9 (2) (2024)
Pengfei Meng, Tengfei Li, Kai Zhou, Guangya Zhu, Zhirong Tang, Yao Fu
Online Monitoring of the Cable Insulation State Based on the Impulse Impedance Spectrum. IEEE Trans. Instrum. Meas. 73 (2024)
Hanmei Yang, Jin Zhou, Yao Fu, Xiaoqun Wang, Ramine Roane, Hui Guan, Tongping Liu
ProTrain: Efficient LLM Training via Memory-Aware Techniques. CoRR (2024)
Yao Fu, Biao Huang, Yujun Wen, Pengzhou Zhang
FDR-MSA: Enhancing multimodal sentiment analysis through feature disentanglement and reconstruction. Knowl. Based Syst. 297 (2024)
Yuye Feng, Wei Zhang, Yao Fu, Weihao Jiang, Jiang Zhu, Wenqi Ren
SensitiveHUE: Multivariate Time Series Anomaly Detection by Enhancing the Sensitivity to Normal Patterns. KDD (2024)
Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete, Dmitrii Ustiugov, Yuvraj Patel, Luo Mai
ServerlessLLM: Low-Latency Serverless Inference for Large Language Models. OSDI (2024)
Fuzhao Xue, Zian Zheng, Yao Fu, Jinjie Ni, Zangwei Zheng, Wangchunshu Zhou, Yang You
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models. CoRR (2024)
Leyang Xue, Yao Fu, Zhan Lu, Luo Mai, Mahesh K. Marina
MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving. CoRR (2024)
Runtao Yang, Yao Fu, Qian Zhang, Lina Zhang
GCNGAT: Drug-disease association prediction based on graph convolution neural network and graph attention network. Artif. Intell. Medicine 150 (2024)
Longfei Yun, Yonghao Zhuang, Yao Fu, Eric P. Xing, Hao Zhang
Toward Inference-optimal Mixture-of-Expert Large Language Models. CoRR (2024)
Yao Fu, Kai Zhou, Guangya Zhu, Zerui Li, Yuan Li, Pengfei Meng, Yefei Xu, Lu Lu
A Partial Discharge Signal Separation Method Applicable for Various Sensors Based on Time-Frequency Feature Extraction of t-SNE. IEEE Trans. Instrum. Meas. 73 (2024)
Yuan Li, Jianbin Zhu, Yao Fu, Yu Lei, Toshio Nagata, Ryan Braidwood, Haohuan Fu, Juepeng Zheng, Wayne Luk, Hongxiang Fan
Circular Reconfigurable Parallel Processor for Edge Computing : Industrial Product ✶. ISCA (2024)
Yao Fu, Rameswar Panda, Xinyao Niu, Xiang Yue, Hannaneh Hajishirzi, Yoon Kim, Hao Peng
Data Engineering for Scaling Language Models to 128K Context. CoRR (2024)
Wenhao Wu, Yizhong Wang, Guangxuan Xiao, Hao Peng, Yao Fu
Retrieval Head Mechanistically Explains Long-Context Factuality. CoRR (2024)
Xuekai Zhu, Yao Fu, Bowen Zhou, Zhouhan Lin
Critical Data Size of Language Models from a Grokking Perspective. CoRR (2024)
Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete, Dmitrii Ustiugov, Yuvraj Patel, Luo Mai
ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models. CoRR (2024)
Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee
AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents. CoRR (2024)
Wenhao Wu, Yizhong Wang, Yao Fu, Xiang Yue, Dawei Zhu, Sujian Li
Long Context Alignment with Short Instructions and Synthesized Positions. CoRR (2024)
Yao Fu
Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis. CoRR (2024)
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. ICLR (2024)
Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Fanchao Qi, Yao Fu, Maosong Sun, Junxian He
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. CoRR (2023)
Jiarong Xu, Yang Yang, Shiliang Pu, Yao Fu, Jun Feng, Weihao Jiang, Jiangang Lu, Chunping Wang
NetRL: Task-Aware Network Denoising via Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Yao Fu, Run Peng, Honglak Lee
Go Beyond Imagination: Maximizing Episodic Reachability with World Models. CoRR (2023)
Yao Fu, Run Peng, Honglak Lee
Go Beyond Imagination: Maximizing Episodic Reachability with World Models. ICML (2023)
Tianxiao Shen, Hao Peng, Ruoqi Shen, Yao Fu, Zaïd Harchaoui, Yejin Choi
FiLM: Fill-in Language Models for Any-Order Generation. CoRR (2023)
Yao Fu, Hao Peng, Litu Ou, Ashish Sabharwal, Tushar Khot
Specializing Smaller Language Models towards Multi-Step Reasoning. ICML (2023)
Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning. CoRR (2023)
Yao Fu, Litu Ou, Mingyu Chen, Yuhao Wan, Hao Peng, Tushar Khot
Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance. CoRR (2023)
Yipeng Zhou, Xuezheng Liu, Yao Fu, Di Wu, Jessie Hui Wang, Shui Yu
Optimizing the Numbers of Queries and Replies in Convex Federated Learning With Differential Privacy. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Zhihui Hu, Yao Fu, Hong Zhao, Xiaoyu Cai, Weihao Jiang, Shiliang Pu
Liberate Pseudo Labels from Over-Dependence: Label Information Migration on Sparsely Labeled Graphs. CIKM (2023)
Guangya Zhu, Kai Zhou, Lu Lu, Yao Fu, Zhaogui Liu, Xiaomin Yang
Partial Discharge Data Augmentation Based on Improved Wasserstein Generative Adversarial Network With Gradient Penalty. IEEE Trans. Ind. Informatics 19 (5) (2023)
Junhong Wan, Yao Fu, Junlan Yu, Weihao Jiang, Shiliang Pu, Ruiheng Yang
GraphFADE: Field-aware Decorrelation Neural Network for Graphs with Tabular Features. CIKM (2023)
Huizhao Wang, Yao Fu, Tao Yu, Linghui Hu, Weihao Jiang, Shiliang Pu
PROSE: Graph Structure Learning via Progressive Strategy. KDD (2023)
Yao Fu, Hao Peng, Tushar Khot, Mirella Lapata
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback. CoRR (2023)
Xiao-Yu Cao, Bing-Hong Li, Yang Wang, Yao Fu, Hua-Lei Yin, Zeng-Bing Chen
Experimental quantum e-commerce. CoRR (2023)
Ao Shen, Xiao-Yu Cao, Yang Wang, Yao Fu, Jie Gu, Wen-Bo Liu, Chen-Xun Weng, Hua-Lei Yin, Zeng-Bing Chen
Experimental quantum secret sharing based on phase encoding of coherent states. CoRR (2023)
Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models. NeurIPS (2023)
Shan-Feng Shao, Xiao-Yu Cao, Yuan-Mei Xie, Jie Gu, Wen-Bo Liu, Yao Fu, Hua-Lei Yin, Zeng-Bing Chen
Experimental Phase-Matching Quantum Key Distribution without Intensity Modulation. CoRR (2023)
Tushar Khot, Harsh Trivedi, Matthew Finlayson, Yao Fu, Kyle Richardson, Peter Clark, Ashish Sabharwal
Decomposed Prompting: A Modular Approach for Solving Complex Tasks. ICLR (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. CoRR (2023)
Yao Fu, Hao Peng, Litu Ou, Ashish Sabharwal, Tushar Khot
Specializing Smaller Language Models towards Multi-Step Reasoning. CoRR (2023)
Ke Liu, Honglin Wang, Yao Fu, Guanzheng Wen, Binyu Wang
A Dynamic Path-Planning Method for Obstacle Avoidance Based on the Driving Safety Field. Sensors 23 (22) (2023)
Yuan Li, Xinyu Nie, Yao Fu, Yonggang Shi
FASSt: Filtering via Symmetric Autoencoder for Spherical Superficial White Matter Tractography. CDMRI@MICCAI (2023)
Yao Fu, Junhong Wan, Junlan Yu, Weihao Jiang, Shiliang Pu
Cognitive-inspired Graph Redundancy Networks for Multi-source Information Fusion. CIKM (2023)
Yao Fu, Runtao Yang, Lina Zhang, Xu Fu
HGECDA: A Heterogeneous Graph Embedding Model for CircRNA-Disease Association Prediction. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Yuanzhong Xu, Tao Ke, Wenjun Cao, Yao Fu, Zhangqing He
Reliable and Efficient Chip-PCB Hybrid PUF and Lightweight Key Generator. IEICE Trans. Electron. 106 (8) (2023)
Yao Fu, Hao Peng, Ashish Sabharwal, Peter Clark, Tushar Khot
Complexity-Based Prompting for Multi-step Reasoning. ICLR (2023)
Jing Wan, Minghui Yuan, Danya Wang, Yao Fu
Citation Recommendation Based on Knowledge Graph and Multi-task Learning. KSEM (3) (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. NeurIPS (2023)
Jun-Lin Bai, Yuan-Mei Xie, Yao Fu, Hua-Lei Yin, Zeng-Bing Chen
Asynchronous measurement-device-independent quantum key distribution with hybrid source. CoRR (2023)
Bing-Hong Li, Yuan-Mei Xie, Xiao-Yu Cao, Chen-Long Li, Yao Fu, Hua-Lei Yin, Zeng-Bing Chen
One-Time Universal Hashing Quantum Digital Signatures without Perfect Keys. CoRR (2023)
Souvik Kundu, Yao Fu, Bill Ye, Peter A. Beerel, Massoud Pedram
Toward Adversary-aware Non-iterative Model Pruning through Dynamic Network Rewiring of DNNs. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Lajanugen Logeswaran, Yao Fu, Moontae Lee, Honglak Lee
Few-shot Subgoal Planning with Language Models. NAACL-HLT (2022)
Yuling Gu, Yao Fu, Valentina Pyatkin, Ian Magnusson, Bhavana Dalvi Mishra, Peter Clark
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE. CoRR (2022)
Tushar Khot, Harsh Trivedi, Matthew Finlayson, Yao Fu, Kyle Richardson, Peter Clark, Ashish Sabharwal
Decomposed Prompting: A Modular Approach for Solving Complex Tasks. CoRR (2022)
Qingdan Li, Yao Fu, Zehui Zhang, Abdul Joseph Fofanah, Tiegang Gao
Medical images lossless recovery based on POB number system and image compression. Multim. Tools Appl. 81 (8) (2022)
Tao Yu, Yao Fu, Linghui Hu, Huizhao Wang, Weihao Jiang, Shiliang Pu
Cognize Yourself: Graph Pre-Training via Core Graph Cognizing and Differentiating. CIKM (2022)
Yao Fu, Hao Peng, Ashish Sabharwal, Peter Clark, Tushar Khot
Complexity-Based Prompting for Multi-Step Reasoning. CoRR (2022)
Yipeng Zhou, Yao Fu, Zhenxiao Luo, Miao Hu, Di Wu, Quan Z. Sheng, Shui Yu
The Role of Communication Time in the Convergence of Federated Edge Learning. IEEE Trans. Veh. Technol. 71 (3) (2022)
Yao Fu, Ranran Li, Jingyu Zhang, Zizheng Guo, Guo Feng
Social Exposure and Burnout During the Pandemic: An Investigation on Three Different Positions of Frontline Metro Staffs. HCI (6) (2022)
Hong Zhao, Yao Fu, Weihao Jiang, Shiliang Pu, Xiaoyu Cai
Simulate Human Thinking: Cognitive Knowledge Graph Reasoning for Complex Question Answering. PAKDD (1) (2022)
Chen-Long Li, Yao Fu, Wen-Bo Liu, Yuan-Mei Xie, Bing-Hong Li, Min-Gang Zhou, Hua-Lei Yin, Zeng-Bing Chen
Breaking Rate-Distance Limitation of Measurement-Device-Independent Quantum Secret Sharing. CoRR (2022)
Huizhao Wang, Yao Fu, Linghui Hu, Weihao Jiang, Shiliang Pu
Separate then Constrain: A Hierarchical Network for End-to-End Triples Extraction. PAKDD (1) (2022)
Yao Fu, Runtao Yang, Lina Zhang
Association prediction of CircRNAs and diseases using multi-homogeneous graphs and variational graph auto-encoder. Comput. Biol. Medicine 151 (Part) (2022)
Chijun Sima, Yao Fu, Man-Kit Sit, Liyi Guo, Xuri Gong, Feng Lin, Junyu Wu, Yongsheng Li, Haidong Rong, Pierre-Louis Aublin, Luo Mai
Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update. OSDI (2022)
Xiaoyu Cai, Yao Fu, Hong Zhao, Weihao Jiang, Shiliang Pu
Memory Graph with Message Rehearsal for Multi-Turn Dialogue Generation. CIKM (2022)
Chen-Long Li, Yao Fu, Wen-Bo Liu, Yuan-Mei Xie, Bing-Hong Li, Min-Gang Zhou, Hua-Lei Yin, Zeng-Bing Chen
Breaking universal limitations on quantum conference key agreement without quantum memory. CoRR (2022)
Xin Han, Fengna Cheng, Shan Tang, Yuyan Zhang, Yao Fu, Weiguo Cheng, Liang Xu
Synchronization Analysis of Fractional-Order Neural Networks With Adaptive Intermittent-Active Control. IEEE Access 10 (2022)
Ratish Puduppully, Yao Fu, Mirella Lapata
Data-to-text Generation with Variational Sequential Planning. Trans. Assoc. Comput. Linguistics 10 (2022)
Jie Ren, Xidong Feng, Bo Liu, Xuehai Pan, Yao Fu, Luo Mai, Yaodong Yang
TorchOpt: An Efficient Library for Differentiable Optimization. CoRR (2022)
Junhong Wan, Yao Fu, Weihao Jiang, Shiliang Pu, Junlan Yu
Tackling Over-Smoothing: Graph Hollow Convolution Network with Topological Layer Fusion. IJCNN (2022)
Jie Gu, Xiao-Yu Cao, Yao Fu, Zong-Wu He, Ze-Jie Yin, Hua-Lei Yin, Zeng-Bing Chen
Experimental twin-field quantum key distribution with flawed and correlated sources. CoRR (2022)
Wen-Bo Liu, Yu-Shuo Lu, Yao Fu, Si-Cheng Huang, Ze-Jie Yin, Kun Jiang, Hua-Lei Yin, Zeng-Bing Chen
Source-independent quantum random number generator against detector blinding attacks. CoRR (2022)
Yao Fu, John P. Cunningham, Mirella Lapata
Scaling Structured Inference with Randomization. ICML (2022)
Lajanugen Logeswaran, Yao Fu, Moontae Lee, Honglak Lee
Few-shot Subgoal Planning with Language Models. CoRR (2022)
Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu
Accelerating temporal action proposal generation via high performance computing. Frontiers Comput. Sci. 16 (4) (2022)
Kai Zhou, Yao Fu, Guangya Zhu, Shilin Zhao, Lu Lu, Xianjin Wang, Yuan Li, Pengfei Meng, Shiyu Ma
Partial Discharge Localization on Power Cables Based on a Novel Signal Relay System. IEEE Trans. Instrum. Meas. 71 (2022)
Wan Nie, Deguang Liu, Shuaicheng Li, Haizhu Yu, Yao Fu
Nucleophilicity Prediction Using Graph Neural Networks. J. Chem. Inf. Model. 62 (18) (2022)
Ratish Puduppully, Yao Fu, Mirella Lapata
Data-to-text Generation with Variational Sequential Planning. CoRR (2022)
Weihao Jiang, Yao Fu, Hong Zhao, Junhong Wan, Shiliang Pu
Graph Intention Neural Network for Knowledge Graph Reasoning. IJCNN (2022)
Danyu Bai, Ali Diabat, Xinyue Wang, Dandan Yang, Yao Fu, Zhi-Hai Zhang, Chin-Chia Wu
Competitive bi-agent flowshop scheduling to minimise the weighted combination of makespans. Int. J. Prod. Res. 60 (22) (2022)
Qing Liu, Jiayi Yang, Yao Fu, Yuhe Huang
Transmission Line Fault Location Based on Improved Algorithm of Electromagnetic Time Reversal. IEEE Access 10 (2022)
Yao Fu, Mirella Lapata
Latent Topology Induction for Understanding Contextualized Representations. CoRR (2022)
Zerui Li, Kai Zhou, Yuan Li, Pengfei Meng, Yao Fu, Guangya Zhu, Shakeel Akram
A Pulse Interference Suppression Method Based on Double-Sensor Detection for PD Measurement in Frequency-Tuned Resonant Tests. IEEE Trans. Instrum. Meas. 71 (2022)
Sanmukh R. Kuppannagari, Yao Fu, Chung Ming Cheung, Viktor K. Prasanna
Spatio-Temporal Missing Data Imputation for Smart Power Grids. e-Energy (2021)
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang
Prototypical Representation Learning for Relation Extraction. CoRR (2021)
Yao Fu, Mirella Lapata
Scaling Structured Inference with Randomization. CoRR (2021)
Boli Chen, Yao Fu, Guangwei Xu, Pengjun Xie, Chuanqi Tan, Mosha Chen, Liping Jing
Probing BERT in Hyperbolic Spaces. ICLR (2021)
Tianming Shao, Mingcang Zhu, Yong He, Boya Yang, Zhanyong He, Fangrong Zhou, Juan Ren, Hongqiong Tang, Yao Fu, Zezhong Zheng, Zhongnian Li, Guoqing Zhou, Zhiyong Wang, Mingqi Li, Ling Jiang
Deformation of Chengdu Downtown with Sentinel-1A. IGARSS (2021)
Yao Fu, Tingting Guo, Xingfang Zhao
Intelligent Splicing Method of Virtual Reality Lingnan Cultural Heritage Panorama Based on Automatic Machine Learning. Mob. Inf. Syst. 2021 (2021)
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao
Noisy-Labeled NER with Confidence Estimation. NAACL-HLT (2021)
Min-Gang Zhou, Xiao-Yu Cao, Yu-Shuo Lu, Yang Wang, Yu Bao, Zhao-Ying Jia, Yao Fu, Hua-Lei Yin, Zeng-Bing Chen
Experimental quantum advantage with quantum coupon collector. CoRR (2021)
Souvik Kundu, Qirui Sun, Yao Fu, Massoud Pedram, Peter A. Beerel
Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation. NeurIPS (2021)
Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang
Nested Named Entity Recognition with Partially-Observed TreeCRFs. AAAI (2021)
Yuan-Mei Xie, Chen-Xun Weng, Yu-Shuo Lu, Yao Fu, Yang Wang, Hua-Lei Yin, Zeng-Bing Chen
Scalable High-Rate Twin-Field Quantum Key Distribution Networks without Constraint of Probability and Intensity. CoRR (2021)
Haifang Wang, Zhiying Tu, Yao Fu, Zhongjie Wang, Xiaofei Xu
Time-aware user profiling from personal service ecosystem. Neural Comput. Appl. 33 (8) (2021)
Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang
Prototypical Representation Learning for Relation Extraction. ICLR (2021)
Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao
Noisy-Labeled NER with Confidence Estimation. CoRR (2021)
Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li
On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times. CoRR (2021)
Yuan-Mei Xie, Yu-Shuo Lu, Chen-Xun Weng, Xiao-Yu Cao, Zhao-Ying Jia, Yu Bao, Yang Wang, Yao Fu, Hua-Lei Yin, Zeng-Bing Chen
Breaking the Rate-Loss Relationship of Quantum Key Distribution with Asynchronous Two-Photon Interference. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yao Fu