Mengjie Zhao

According to our database, Mengjie Zhao authored at least 41 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems.

Mengjie Zhao, Olga Fink

IEEE Internet Things J., July, 2024

Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction.

Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink

Reliab. Eng. Syst. Saf., February, 2024

Standardized rPPG signal generation based on generative adversarial networks.

Xiaoguang Tu, Yuang Liu, Mengjie Zhao, Bokai Liu, Jianhua Liu, Xia Lei, Luopeng Xu, Xinyu Zhu, Yu Wang, Yi Huang

J. Electronic Imaging, 2024

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models.

Muhammad Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao, Sivan Doveh, Wei Lin, Paul Gavrikov, Michael Dorkenwald, Shiqi Yang, Saurav Jha, Hiromi Wakaki, Yuki Mitsufuji, Horst Possegger, Rogério Feris, Leonid Karlinsky, James R. Glass

CoRR, 2024

Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models.

Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji

CoRR, 2024

Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics.

Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink

CoRR, 2024

SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond.

Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji

CoRR, 2024

ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmark.

Hiromi Wakaki, Yuki Mitsufuji, Yoshinori Maeda, Yukiko Nishimura, Silin Gao, Mengjie Zhao, Keiichi Yamada, Antoine Bosselut

CoRR, 2024

Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation.

Shiqi Yang, Zhi Zhong, Mengjie Zhao, Shusuke Takahashi, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji

CoRR, 2024

Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks.

Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink

CoRR, 2024

Uniqueness, stability and algorithm for an inverse wave-number-dependent source problems.

Mengjie Zhao, Suliang Si, Guanghui Hu

CoRR, 2024

Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain.

Alexandra DeLucia, Mengjie Zhao, Yoshinori Maeda, Makoto Yoda, Keiichi Yamada, Hiromi Wakaki

CoRR, 2024

On the Language Encoder of Contrastive Cross-modal Models.

Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning.

Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics, 2024

DiffuCOMET: Contextual Commonsense Knowledge Diffusion.

Silin Gao, Mete Ismayilzada, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association.

Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji

CoRR, 2023

Dynamic Graph Attention for Anomaly Detection in Heterogeneous Sensor Networks.

Mengjie Zhao, Olga Fink

CoRR, 2023

Network pharmacology and LC-MS approachs to explore the active compounds and mechanisms of Yuanjiang decoction for treating bradyarrhythmia.

Xujie Wang, Xuexue Zhang, Jiaxi Li, Jinyi Fu, Mengjie Zhao, Wantong Zhang, Weiliang Weng, Qiuyan Li

Comput. Biol. Medicine, 2023

Research on the Construction and Application of Intelligent IoT System under Source Network Load Storage Collaboration.

Liyue Chen, Sheng Zhou, Haiyang Liu, Mengjie Zhao, Ning Niu

Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems.

Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

2022

Comprehensive performance enhancement of a negative-capacitance nanosheet field-effect transistor with a steep sub-threshold swing at the sub-5-nm node.

Weifeng Lü, Xianlong Chen, Bo Liu, Ziqiang Xie, Mengxue Guo, Mengjie Zhao

Microelectron. J., 2022

Is Self-Attention Powerful to Learn Code Syntax and Semantics?

Wei Ma, Mengjie Zhao, Xiaofei Xie, Qiang Hu, Shangqing Liu, Jie Zhang, Wenhan Wang, Yang Liu

CoRR, 2022

Direct sampling method to inverse wave-number-dependent source problems (part I): determination of the support of a stationary source.

Hongxia Guo, Guanghui Hu, Mengjie Zhao

CoRR, 2022

Data predictive control of nonlinear process feature dynamics through latent variable behaviours.

Mengjie Zhao, Yitao Yan, Jie Bao, Wei Wang

Comput. Chem. Eng., 2022

This joke is [MASK]: Recognizing Humor and Offense with Prompting.

Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze

Proceedings of the Transfer Learning for Natural Language Processing Workshop, 2022

LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework.

Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses.

Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Modular and Parameter-Efficient Multimodal Fusion with Prompting.

Sheng Liang, Mengjie Zhao, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

LMTurk: Few-Shot Learners as Crowdsourcing Workers.

Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze

CoRR, 2021

Development and Application of Efficient Oil Displacement System for Middle-Low Permeability and High Pour-Point Heavy Oil Reservoirs.

Zhenfu Ma, Kai Zhang, Mengjie Zhao, Lu Liu, Chao Zhong, Jian Wang

Complex., 2021

Discrete and Soft Prompting for Multilingual Models.

Mengjie Zhao, Hinrich Schütze

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters.

Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines.

Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze

CoRR, 2020

Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.

Mengjie Zhao, Tao Lin, Martin Jaggi, Hinrich Schütze

CoRR, 2020

Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.

Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Quantifying the Contextualization of Word Representations with Semantic Class Probing.

Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Continual Learning for Natural Language Generation in Task-oriented Dialog Systems.

Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Fault Detection Using Autoencoder with Linear Hidden Layer Dynamics.

Mengjie Zhao, Yitao Yan, Jie Bao

Proceedings of the Australian and New Zealand Control Conference, 2020

2019

A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction.

Mengjie Zhao, Hinrich Schütze

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Face verification based on deep Bayesian convolutional neural network in unconstrained environment.

Mengjie Zhao, Bin Song, Yue Zhang, Hao Qin

Signal Image Video Process., 2018

Embedding Learning Through Multilingual Concept Induction.

Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018