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2020 – today
- 2024
[c31]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: 1-5- [c30]Tianle Chen, Hongyu Ren, Zunsong Yang, Yunbo Huang, Xianghe Meng, Weiwei Yan, Weidong Zhang, Xuqiang Zheng, Xuan Guo, Tetsuya Iizuka, Pui-In Mak, Yong Chen, Bo Li:
A 6.5-to-6.9-GHz SSPLL with Configurable Differential Dual-Edge SSPD Achieving 44-fs RMS Jitter, -260.7-dB FOMJitter, and -76.5-dBc Reference Spur. VLSI Technology and Circuits 2024: 1-2 - [i29]Paridhi Maheshwari, Hongyu Ren, Yanan Wang, Rok Sosic, Jure Leskovec:
TimeGraphs: Graph-based Temporal Reasoning. CoRR abs/2401.03134 (2024) - [i28]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: 789 (2024) - 2023
- [j8]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): 126-139 (2023) - [j7]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): 20230277 (2023) - [j6]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): 12762-12772 (2023) - [j5]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) - [c29]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: 21525-21535 - [c28]Qian Huang, Hongyu Ren, Peng Chen, Gregor Krzmanc, Daniel Zeng, Percy Liang, Jure Leskovec:
PRODIGY: Enabling In-context Learning Over Graphs. NeurIPS 2023 - [c27]Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec:
High dimensional, tabular deep learning with an auxiliary knowledge graph. NeurIPS 2023 - [p1]Michael Cochez, Dimitrios Alivanistos, Erik Arakelyan, Max Berrendorf, Daniel Daza, Mikhail Galkin, Pasquale Minervini, Mathias Niepert, Hongyu Ren:
Approximate Answering of Graph Queries. Compendium of Neurosymbolic Artificial Intelligence 2023: 373-386 - [i27]Hongyu Ren, Mikhail Galkin, Michael Cochez, Zhaocheng Zhu, Jure Leskovec:
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases. CoRR abs/2303.14617 (2023) - [i26]Qian Huang, Hongyu Ren, Peng Chen, Gregor Krzmanc, Daniel Zeng, Percy Liang, Jure Leskovec:
PRODIGY: Enabling In-context Learning Over Graphs. CoRR abs/2305.12600 (2023) - [i25]Camilo Ruiz, Hongyu Ren, Kexin Huang, Jure Leskovec:
Enabling tabular deep learning when d ≫ n with an auxiliary knowledge graph. CoRR abs/2306.04766 (2023) - [i24]Michael Cochez, Dimitrios Alivanistos, Erik Arakelyan, Max Berrendorf, Daniel Daza, Mikhail Galkin, Pasquale Minervini, Mathias Niepert, Hongyu Ren:
Approximate Answering of Graph Queries. CoRR abs/2308.06585 (2023) - [i23]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 abs/2311.08562 (2023) - 2022
- [j4]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): 1467 (2022) - [c26]Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec:
GreaseLM: Graph REASoning Enhanced Language Models. ICLR 2022 - [c25]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: 1472-1482 - [c24]Michael Galkin, Zhaocheng Zhu, Hongyu Ren, Jian Tang:
Inductive Logical Query Answering in Knowledge Graphs. NeurIPS 2022 - [c23]Qian Huang, Hongyu Ren, Jure Leskovec:
Few-shot Relational Reasoning via Connection Subgraph Pretraining. NeurIPS 2022 - [c22]Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D. Manning, Percy Liang, Jure Leskovec:
Deep Bidirectional Language-Knowledge Graph Pretraining. NeurIPS 2022 - [i22]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 abs/2201.08860 (2022) - [i21]Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec:
VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering. CoRR abs/2205.11501 (2022) - [i20]Xiaomeng Li, Hongyu Ren, Huifeng Yao, Ziwei Liu:
TripleE: Easy Domain Generalization via Episodic Replay. CoRR abs/2210.01807 (2022) - [i19]Qian Huang, Hongyu Ren, Jure Leskovec:
Few-shot Relational Reasoning via Connection Subgraph Pretraining. CoRR abs/2210.06722 (2022) - [i18]Mikhail Galkin, Zhaocheng Zhu, Hongyu Ren, Jian Tang:
Inductive Logical Query Answering in Knowledge Graphs. CoRR abs/2210.08008 (2022) - [i17]Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D. Manning, Percy Liang, Jure Leskovec:
Deep Bidirectional Language-Knowledge Graph Pretraining. CoRR abs/2210.09338 (2022) - [i16]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 abs/2211.09110 (2022) - 2021
- [c21]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: 8959-8970 - [c20]Hongwei Wang, Hongyu Ren, Jure Leskovec:
Relational Message Passing for Knowledge Graph Completion. KDD 2021: 1697-1707 - [c19]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: 535-546 - [c18]Yushi Bai, Zhitao Ying, Hongyu Ren, Jure Leskovec:
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones. NeurIPS 2021: 12316-12327 - [c17]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 - [c16]Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai:
Combiner: Full Attention Transformer with Sparse Computation Cost. NeurIPS 2021: 22470-22482 - [i15]Weihua Hu, Matthias Fey, Hongyu Ren, Maho Nakata, Yuxiao Dong, Jure Leskovec:
OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs. CoRR abs/2103.09430 (2021) - [i14]Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec:
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering. CoRR abs/2104.06378 (2021) - [i13]Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai:
Combiner: Full Attention Transformer with Sparse Computation Cost. CoRR abs/2107.05768 (2021) - [i12]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 abs/2110.14890 (2021) - [i11]Yushi Bai, Rex Ying, Hongyu Ren, Jure Leskovec:
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones. CoRR abs/2110.14923 (2021) - 2020
- [c15]Hongyu Ren, Weihua Hu, Jure Leskovec:
Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings. ICLR 2020 - [c14]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 - [c13]Hongyu Ren, Jure Leskovec:
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs. NeurIPS 2020 - [c12]Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec:
Graph Information Bottleneck. NeurIPS 2020 - [c11]Hongyu Ren, Yuke Zhu, Jure Leskovec, Animashree Anandkumar, Animesh Garg:
OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation. UAI 2020: 1378-1387 - [i10]Hongyu Ren, Weihua Hu, Jure Leskovec:
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings. CoRR abs/2002.05969 (2020) - [i9]Hongwei Wang, Hongyu Ren, Jure Leskovec:
Entity Context and Relational Paths for Knowledge Graph Completion. CoRR abs/2002.06757 (2020) - [i8]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 abs/2005.00687 (2020) - [i7]Hongyu Ren, Yuke Zhu, Jure Leskovec, Anima Anandkumar, Animesh Garg:
OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation. CoRR abs/2008.07087 (2020) - [i6]Hongyu Ren, Jure Leskovec:
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs. CoRR abs/2010.11465 (2020) - [i5]Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec:
Graph Information Bottleneck. CoRR abs/2010.12811 (2020)
2010 – 2019
- 2019
- [c10]Hongyu Ren, Shengjia Zhao, Stefano Ermon:
Adaptive Antithetic Sampling for Variance Reduction. ICML 2019: 5420-5428 - [c9]Diqi Chen, Yizhou Wang, Hongyu Ren, Wen Gao:
No-Reference Image Quality Assessment: An Attention Driven Approach. WACV 2019: 376-385 - 2018
- [j3]Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon:
Learning with Weak Supervision from Physics and Data-Driven Constraints. AI Mag. 39(1): 27-38 (2018) - [c8]Hongyu Ren, Diqi Chen, Yizhou Wang:
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment. AAAI 2018: 7308-7314 - [c7]Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon:
Multi-Agent Generative Adversarial Imitation Learning. ICLR (Workshop) 2018 - [c6]Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon:
Adversarial Constraint Learning for Structured Prediction. IJCAI 2018: 2637-2643 - [c5]Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon:
Multi-Agent Generative Adversarial Imitation Learning. NeurIPS 2018: 7472-7483 - [c4]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: 10815-10824 - [i4]Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon:
Adversarial Constraint Learning for Structured Prediction. CoRR abs/1805.10561 (2018) - [i3]Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon:
Multi-Agent Generative Adversarial Imitation Learning. CoRR abs/1807.09936 (2018) - [i2]Shengjia Zhao, Hongyu Ren, Arianna Yuan, Jiaming Song, Noah D. Goodman, Stefano Ermon:
Bias and Generalization in Deep Generative Models: An Empirical Study. CoRR abs/1811.03259 (2018) - 2017
- [j2]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): 1188 (2017) - [i1]Hongyu Ren, Diqi Chen, Yizhou Wang:
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment. CoRR abs/1712.05444 (2017) - 2016
- [j1]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): 082201:1-082201:16 (2016) - [c3]Hongyu Ren, Da Xu, Wenxin Li:
An Edge Detection Algorithm for Nonuniformly Illuminated Images in Finger-vein Authentication. CCBR 2016: 255-262 - 2014
- [c2]Jingfeng Xue, Yan Zhang, Changzhen Hu, Hongyu Ren, Zhiqiang Li:
Software Behavior Model Measuring Approach of Combining Structural Analysis and Language Set. INTRUST 2014: 137-150 - 2011
- [c1]Jingfeng Xue, Changzhen Hu, Hongyu Ren, Rui Ma, Jian Li:
Memory errors prevention technology for C/C++ program based on probability. NLPKE 2011: 233-237
Coauthor Index
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