Hongyu Ren

Orcid: 0000-0003-2686-5101

According to our database1, Hongyu Ren authored at least 49 papers between 2011 and 2024.

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Bibliography

2024
Maliciously Secure Circuit-PSI via SPDZ-Compatible Oblivious PRF.
IACR Cryptol. ePrint Arch., 2024

TimeGraphs: Graph-based Temporal Reasoning.
CoRR, 2024

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.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

SRAM-Based PUF with Noise Immunity Achieving 0.58% Native BER in 55-nm CMOS.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Approximate Answering of Graph Queries.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Holistic Evaluation of Language Models.
Trans. Mach. Learn. Res., 2023

Online Noninvasive Technique for Condition Monitoring of Cooling System in Urban Rail Vehicles.
IEEE Trans. Ind. Electron., 2023

Lifetime prediction of power MOSFET based on LSTM with successive variational mode decomposition and error compensation.
IEICE Electron. Express, 2023

Fact Ranking over Large-Scale Knowledge Graphs with Reasoning Embedding Models.
IEEE Data Eng. Bull., 2023

Approximate Answering of Graph Queries.
CoRR, 2023

Enabling tabular deep learning when d ≫ n with an auxiliary knowledge graph.
CoRR, 2023

Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases.
CoRR, 2023

High dimensional, tabular deep learning with an auxiliary knowledge graph.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PRODIGY: Enabling In-context Learning Over Graphs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Prediction of Pedestrian Crossing Behavior Based on Surveillance Video.
Sensors, 2022

TripleE: Easy Domain Generalization via Episodic Replay.
CoRR, 2022

VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering.
CoRR, 2022

GreaseLM: Graph REASoning Enhanced Language Models for Question Answering.
CoRR, 2022

Deep Bidirectional Language-Knowledge Graph Pretraining.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Few-shot Relational Reasoning via Connection Subgraph Pretraining.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Inductive Logical Query Answering in Knowledge Graphs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

GreaseLM: Graph REASoning Enhanced Language Models.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Combiner: Full Attention Transformer with Sparse Computation Cost.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Relational Message Passing for Knowledge Graph Completion.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Entity Context and Relational Paths for Knowledge Graph Completion.
CoRR, 2020

OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Graph Information Bottleneck.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Open Graph Benchmark: Datasets for Machine Learning on Graphs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
No-Reference Image Quality Assessment: An Attention Driven Approach.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Adaptive Antithetic Sampling for Variance Reduction.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Learning with Weak Supervision from Physics and Data-Driven Constraints.
AI Mag., 2018

Bias and Generalization in Deep Generative Models: An Empirical Study.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Agent Generative Adversarial Imitation Learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adversarial Constraint Learning for Structured Prediction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
An Iterative Distortion Compensation Algorithm for Camera Calibration Based on Phase Target.
Sensors, 2017

2016
CW interference mitigation in GNSS receiver based on frequency-locked loop.
Sci. China Inf. Sci., 2016

An Edge Detection Algorithm for Nonuniformly Illuminated Images in Finger-vein Authentication.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2014
Software Behavior Model Measuring Approach of Combining Structural Analysis and Language Set.
Proceedings of the Trusted Systems - 6th International Conference, 2014

2011
Memory errors prevention technology for C/C++ program based on probability.
Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering, 2011


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