Hongyu Ren

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 65

Top Topics

Graph Databases

Quality Assessment

Top Venues

Publications

Paridhi Maheshwari, Hongyu Ren, Yanan Wang, Rok Sosic, Jure Leskovec
TimeGraphs: Graph-based Temporal Reasoning. CoRR (2024)
Yaxi Yang, Xiaojian Liang, Xiangfu Song, Linting Huang, Hongyu Ren, Changyu Dong, Jianying Zhou
Maliciously Secure Circuit-PSI via SPDZ-Compatible Oblivious PRF. IACR Cryptol. ePrint Arch. 2024 (2024)
Zexin Su, Bo Li, Chang Liu, Xiaohui Su, Qian Luo, Hongyu Ren, Zhengsheng Han
SRAM-Based PUF with Noise Immunity Achieving 0.58% Native BER in 55-nm CMOS. ISCAS (2024)
Qian Huang, Hongyu Ren, Peng Chen, Gregor Krzmanc, Daniel Zeng, Percy Liang, Jure Leskovec
PRODIGY: Enabling In-context Learning Over Graphs. CoRR (2023)
Qian Huang, Hongyu Ren, Peng Chen, Gregor Krzmanc, Daniel Zeng, Percy Liang, Jure Leskovec
PRODIGY: Enabling In-context Learning Over Graphs. NeurIPS (2023)
Hongyu Ren, Ali Mousavi, Anil Pacaci, Shihabur Rahman Chowdhury, Jason Mohoney, Ihab F. Ilyas, Yunyao Li, Theodoros Rekatsinas
Fact Ranking over Large-Scale Knowledge Graphs with Reasoning Embedding Models. IEEE Data Eng. Bull. 46 (2) (2023)
Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering. ICCV (2023)
Hongyu Ren, Mikhail Galkin, Michael Cochez, Zhaocheng Zhu, Jure Leskovec
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases. CoRR (2023)
Junjie Zhou, Yaoyi Yu, Lianqing Zheng, Xiong Du, Jing Wang, Hongyu Ren, Yuhao Peng
Online Noninvasive Technique for Condition Monitoring of Cooling System in Urban Rail Vehicles. IEEE Trans. Ind. Electron. 70 (12) (2023)
Michael Cochez, Dimitrios Alivanistos, Erik Arakelyan, Max Berrendorf, Daniel Daza, Mikhail Galkin, Pasquale Minervini, Mathias Niepert, Hongyu Ren
Approximate Answering of Graph Queries. CoRR (2023)
Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec
Enabling tabular deep learning when d ≫ n with an auxiliary knowledge graph. CoRR (2023)
Hongyu Ren, Yaoyi Yu, Junliang Liu, Junjie Zhou, Xiong Du
Lifetime prediction of power MOSFET based on LSTM with successive variational mode decomposition and error compensation. IEICE Electron. Express 20 (16) (2023)
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda
Holistic Evaluation of Language Models. Trans. Mach. Learn. Res. 2023 (2023)
Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec
High dimensional, tabular deep learning with an auxiliary knowledge graph. NeurIPS (2023)
Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See-Kiong Ng, Jiashi Feng
MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration. CoRR (2023)
Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering. CoRR (2022)
Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans
SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs. KDD (2022)
Mikhail Galkin, Zhaocheng Zhu, Hongyu Ren, Jian Tang
Inductive Logical Query Answering in Knowledge Graphs. CoRR (2022)
Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec
VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering. CoRR (2022)
Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec
GreaseLM: Graph REASoning Enhanced Language Models. ICLR (2022)
Qian Huang, Hongyu Ren, Jure Leskovec
Few-shot Relational Reasoning via Connection Subgraph Pretraining. CoRR (2022)
Xiaomeng Li, Hongyu Ren, Huifeng Yao, Ziwei Liu
TripleE: Easy Domain Generalization via Episodic Replay. CoRR (2022)
Qian Huang, Hongyu Ren, Jure Leskovec
Few-shot Relational Reasoning via Connection Subgraph Pretraining. NeurIPS (2022)
Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D. Manning, Percy Liang, Jure Leskovec
Deep Bidirectional Language-Knowledge Graph Pretraining. CoRR (2022)
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda
Holistic Evaluation of Language Models. CoRR (2022)
Michael Galkin, Zhaocheng Zhu, Hongyu Ren, Jian Tang
Inductive Logical Query Answering in Knowledge Graphs. NeurIPS (2022)
Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D. Manning, Percy Liang, Jure Leskovec
Deep Bidirectional Language-Knowledge Graph Pretraining. NeurIPS (2022)
Xiao Zhou, Hongyu Ren, Tingting Zhang, Xingang Mou, Yi He, Ching-Yao Chan
Prediction of Pedestrian Crossing Behavior Based on Surveillance Video. Sensors 22 (4) (2022)
Weihua Hu, Matthias Fey, Hongyu Ren, Maho Nakata, Yuxiao Dong, Jure Leskovec
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs. NeurIPS Datasets and Benchmarks (2021)
Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai
Combiner: Full Attention Transformer with Sparse Computation Cost. CoRR (2021)
Weihua Hu, Matthias Fey, Hongyu Ren, Maho Nakata, Yuxiao Dong, Jure Leskovec
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs. CoRR (2021)
Hongwei Wang, Hongyu Ren, Jure Leskovec
Relational Message Passing for Knowledge Graph Completion. KDD (2021)
Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering. NAACL-HLT (2021)
Yushi Bai, Zhitao Ying, Hongyu Ren, Jure Leskovec
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones. NeurIPS (2021)
Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Michihiro Yasunaga, Haitian Sun, Dale Schuurmans, Jure Leskovec, Denny Zhou
LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs. ICML (2021)
Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai
Combiner: Full Attention Transformer with Sparse Computation Cost. NeurIPS (2021)
Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering. CoRR (2021)
Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans
SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs. CoRR (2021)
Yushi Bai, Rex Ying, Hongyu Ren, Jure Leskovec
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones. CoRR (2021)
Hongwei Wang, Hongyu Ren, Jure Leskovec
Entity Context and Relational Paths for Knowledge Graph Completion. CoRR (2020)
Hongyu Ren, Yuke Zhu, Jure Leskovec, Animashree Anandkumar, Animesh Garg
OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation. UAI (2020)
Hongyu Ren, Yuke Zhu, Jure Leskovec, Anima Anandkumar, Animesh Garg
OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation. CoRR (2020)
Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec
Open Graph Benchmark: Datasets for Machine Learning on Graphs. NeurIPS (2020)
Hongyu Ren, Jure Leskovec
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs. CoRR (2020)
Hongyu Ren, Weihua Hu, Jure Leskovec
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings. CoRR (2020)
Hongyu Ren, Jure Leskovec
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs. NeurIPS (2020)
Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec
Graph Information Bottleneck. NeurIPS (2020)
Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec
Graph Information Bottleneck. CoRR (2020)
Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec
Open Graph Benchmark: Datasets for Machine Learning on Graphs. CoRR (2020)
Hongyu Ren, Weihua Hu, Jure Leskovec
Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings. ICLR (2020)
Diqi Chen, Yizhou Wang, Hongyu Ren, Wen Gao
No-Reference Image Quality Assessment: An Attention Driven Approach. WACV (2019)
Hongyu Ren, Shengjia Zhao, Stefano Ermon
Adaptive Antithetic Sampling for Variance Reduction. ICML (2019)
Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon
Adversarial Constraint Learning for Structured Prediction. CoRR (2018)
Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon
Adversarial Constraint Learning for Structured Prediction. IJCAI (2018)
Shengjia Zhao, Hongyu Ren, Arianna Yuan, Jiaming Song, Noah D. Goodman, Stefano Ermon
Bias and Generalization in Deep Generative Models: An Empirical Study. NeurIPS (2018)
Hongyu Ren, Diqi Chen, Yizhou Wang
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment. AAAI (2018)
Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon
Learning with Weak Supervision from Physics and Data-Driven Constraints. AI Mag. 39 (1) (2018)
Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon
Multi-Agent Generative Adversarial Imitation Learning. ICLR (Workshop) (2018)
Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon
Multi-Agent Generative Adversarial Imitation Learning. CoRR (2018)
Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon
Multi-Agent Generative Adversarial Imitation Learning. NeurIPS (2018)
Shengjia Zhao, Hongyu Ren, Arianna Yuan, Jiaming Song, Noah D. Goodman, Stefano Ermon
Bias and Generalization in Deep Generative Models: An Empirical Study. CoRR (2018)
Hongyu Ren, Diqi Chen, Yizhou Wang
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment. CoRR (2017)
Yongjia Xu, Feng Gao, Hongyu Ren, Zonghua Zhang, Xiangqian Jiang
An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target. Sensors 17 (6) (2017)
Hongyu Ren, Da Xu, Wenxin Li
An Edge Detection Algorithm for Nonuniformly Illuminated Images in Finger-vein Authentication. CCBR (2016)
Hongyu Ren, Yongqing Wang, Lei Jiang, Siliang Wu
CW interference mitigation in GNSS receiver based on frequency-locked loop. Sci. China Inf. Sci. 59 (8) (2016)
Jingfeng Xue, Yan Zhang, Changzhen Hu, Hongyu Ren, Zhiqiang Li
Software Behavior Model Measuring Approach of Combining Structural Analysis and Language Set. INTRUST (2014)
Jingfeng Xue, Changzhen Hu, Hongyu Ren, Rui Ma, Jian Li
Memory errors prevention technology for C/C++ program based on probability. NLPKE (2011)