Zihao Deng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Reinforcement Learning

Recommendation Systems

Stability Analysis

Top Venues

J. Comput. Appl. Math.

Publications

Jianguo Miao, Zihao Deng, Congying Deng, Chong Chen
Boosting efficient attention assisted cyclic adversarial auto-encoder for rotating component fault diagnosis under low label rates. Eng. Appl. Artif. Intell. 133 (2024)
Congying Deng, Zihao Deng, Jianguo Miao
Semi-supervised ensemble fault diagnosis method based on adversarial decoupled auto-encoder with extremely limited labels. Reliab. Eng. Syst. Saf. 242 (2024)
Zihao Deng, Peng Gao, Williard Joshua Jose, Hao Zhang
Multi-Robot Collaborative Navigation with Formation Adaptation. CoRR (2024)
Zihao Deng, Benjamin Ghaemmaghami, Ashish Kumar Singh, Benjamin Y. Cho, Leo Orshansky, Mattan Erez, Michael Orshansky
Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training. CoRR (2023)
Congying Deng, Zihao Deng, Sheng Lu, Mingge He, Jianguo Miao, Ying Peng
Fault Diagnosis Method for Imbalanced Data Based on Multi-Signal Fusion and Improved Deep Convolution Generative Adversarial Network. Sensors 23 (5) (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models. CHI Extended Abstracts (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Feature Interactions: An Information Decomposition Framework. CoRR (2023)
Zhaohua Deng, Zihao Deng, Guorui Fan, Bin Wang, Weiguo (Patrick) Fan, Shan Liu
More is better? Understanding the effects of online interactions on patients health anxiety. J. Assoc. Inf. Sci. Technol. 74 (11) (2023)
Zihao Deng, Jianguo Miao, Man Dong
Cyclic Auto-encoder: A Novel Semi-supervised Method for Rotating Component Fault Diagnosis with Low Label Rate. SAFEPROCESS (2023)
Zihao Deng, Benjamin Ghaemmaghami, Ashish Kumar Singh, Benjamin Y. Cho, Leo Orshansky, Mattan Erez, Michael Orshansky
Enhancing Cross-Category Learning in Recommendation Systems with Multi-Layer Embedding Training. ACML (2023)
Zihao Deng, Xin Wang, Sayeh Sharify, Michael Orshansky
Mixed-Precision Quantization with Cross-Layer Dependencies. CoRR (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: Towards Visualizing and Understanding Multimodal Models. ICLR (2023)
Zihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang, Wenhu Chen, Wenhao Huang, Emmanouil Benetos
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response. CoRR (2023)
Paul Pu Liang, Zihao Deng, Martin Ma, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. CoRR (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS (2023)
Weihong Huang, Kuan Jiang, Jing Huang, Li Lisi, Yufeng Xiao, Zihao Deng
Energy-saving Processors Two-phases Frequency Reduction Algorithm on Heterogeneous Embedded Systems. CSCloud/EdgeCom (2023)
Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Y. Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models. CoRR (2022)
Hmrishav Bandyopadhyay, Zihao Deng, Leiting Ding, Sinuo Liu, Mostofa Rafid Uddin, Xiangrui Zeng, Sima Behpour, Min Xu
Cryo-shift: reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization. Bioinform. 38 (4) (2022)
Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. AIES (2022)
Zihao Deng, Michael Orshansky
Variability-Aware Training and Self-Tuning of Highly Quantized DNNs for Analog PIM. DATE (2022)
Zihao Deng, Siddartha Devic, Brendan Juba
Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions. AISTATS (2022)
Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. CoRR (2022)
Siddartha Devic, Zihao Deng, Brendan Juba
Polynomial Time Reinforcement Learning in Correlated FMDPs with Linear Value Functions. CoRR (2021)
Zihao Deng, Michael Orshansky
Variability-Aware Training and Self-Tuning of Highly Quantized DNNs for Analog PIM. CoRR (2021)
Hmrishav Bandyopadhyay, Zihao Deng, Leiting Ding, Sinuo Liu, Mostofa Rafid Uddin, Xiangrui Zeng, Sima Behpour, Min Xu
Cryo-shift: Reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization. CoRR (2021)
Zihao Deng, Zee Fryer, Brendan Juba, Rina Panigrahy, Xin Wang
Provable Hierarchical Lifelong Learning with a Sketch-based Modular Architecture. CoRR (2021)
Haoyu Yang, Shuhe Li, Zihao Deng, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
GAN-OPC: Mask Optimization With Lithography-Guided Generative Adversarial Nets. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Benjamin Ghaemmaghami, Zihao Deng, Benjamin Y. Cho, Leo Orshansky, Ashish Kumar Singh, Mattan Erez, Michael Orshansky
Training with Multi-Layer Embeddings for Model Reduction. CoRR (2020)
Taras I. Lakoba, Zihao Deng
Stability analysis of the numerical Method of characteristics applied to a class of energy-preserving hyperbolic systems. Part II: Nonreflecting boundary conditions. J. Comput. Appl. Math. 356 (2019)
Taras I. Lakoba, Zihao Deng
Stability analysis of the numerical Method of characteristics applied to a class of energy-preserving hyperbolic systems. Part I: Periodic boundary conditions. J. Comput. Appl. Math. 356 (2019)
Taras I. Lakoba, Zihao Deng
Stability analysis of the numerical Method of characteristics applied to energy-preserving systems. Part I: Periodic boundary conditions. CoRR (2016)
Taras I. Lakoba, Zihao Deng
Stability analysis of the numerical Method of characteristics applied to energy-preserving systems. Part II: Nonreflecting boundary conditions. CoRR (2016)