| 2026 | ISCAS | A 2-GHz 5.06-mW Phase Accumulator Employing Dynamic Regulation for High-Speed Direct Digital Frequency Synthesizers in 65-nm CMOS. | Bin Kong, Kai Cheng, Hongyu Ren, Xianghe Meng, Xiaoyu Shan, Yunbo Huang, Li Wang, Zunsong Yang, Bo Li |
| 2024 | EMNLP | MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration. | Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See-Kiong Ng, Jiashi Feng |
| 2024 | ISCAS | SRAM-Based PUF with Noise Immunity Achieving 0.58% Native BER in 55-nm CMOS. | Zexin Su, Bo Li, Chang Liu, Xiaohui Su, Qian Luo, Hongyu Ren, Zhengsheng Han |
| 2023 | ICCV | VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering. | Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec |
| 2022 | ICLR | GreaseLM: Graph REASoning Enhanced Language Models. | Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec |
| 2022 | KDD | SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs. | Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Denny Zhou, Jure Leskovec, Dale Schuurmans |
| 2021 | ICML | LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs. | Hongyu Ren, Hanjun Dai, Bo Dai, Xinyun Chen, Michihiro Yasunaga, Haitian Sun, Dale Schuurmans, Jure Leskovec, Denny Zhou |
| 2021 | KDD | Relational Message Passing for Knowledge Graph Completion. | Hongwei Wang, Hongyu Ren, Jure Leskovec |
| 2021 | NAACL | QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering. | Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec |
| 2020 | ICLR | Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings. | Hongyu Ren, Weihua Hu, Jure Leskovec |
| 2020 | UAI | OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation. | Hongyu Ren, Yuke Zhu, Jure Leskovec, Animashree Anandkumar, Animesh Garg |
| 2019 | ICML | Adaptive Antithetic Sampling for Variance Reduction. | Hongyu Ren, Shengjia Zhao, Stefano Ermon |
| 2019 | WACV | No-Reference Image Quality Assessment: An Attention Driven Approach. | Diqi Chen, Yizhou Wang, Hongyu Ren, Wen Gao |
| 2018 | AAAI | RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment. | Hongyu Ren, Diqi Chen, Yizhou Wang |
| 2018 | ICLR | Multi-Agent Generative Adversarial Imitation Learning. | Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon |
| 2018 | IJCAI | Adversarial Constraint Learning for Structured Prediction. | Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon |