Mengjie Zhao

82 papers A* 3A 1C 1Journal 57Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Whole-body Parkour.
CoRR
Ziwen Zhuang, Shaoting Zhu, Mengjie Zhao, Hang Zhao
2026 J jnl
Distilling LLM Semantic Priors into Encoder-Only Multi-Talker ASR with Talker-Count Routing.
CoRR
Hao Shi, Yusuke Fujita, Roman Koshkin, Mengjie Zhao, Yuan Gao, Lianbo Liu, Yui Sudo
2026 J jnl
From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM).
Reliab. Eng. Syst. Saf.
Olga Fink, Vinay Sharma, Ismail Nejjar, Leandro Von Krannichfeldt, Sergei Garmaev, Zepeng Zhang, Amaury Wei, Gaëtan Frusque, Florent Forest, Mengjie Zhao, Chi-Ching Hsu, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Raffael Theiler, Arthur Bizzi, Kevin Steiner
2026 J jnl
From physics to machine learning and back: Part II - Learning and observational bias in prognostics and health management (PHM).
Reliab. Eng. Syst. Saf.
Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao, Kevin Steiner, Yusuf Kesmen
2026 J jnl
High-Rank Structured Modulation for Parameter-Efficient Fine-Tuning.
CoRR
Yongkang Liu, Xing Li, Mengjie Zhao, Shanru Zhang, Zijing Wang, Qian Li, Shi Feng, Feiliang Ren, Daling Wang, Hinrich Schütze
2026 J jnl
Hiking in the Wild: A Scalable Perceptive Parkour Framework for Humanoids.
CoRR
Shaoting Zhu, Ziwen Zhuang, Mengjie Zhao, Kun-Ying Lee, Hang Zhao
2026 J jnl
Speech-Worthy Alignment for Japanese SpeechLLMs via Direct Preference Optimization.
CoRR
Mengjie Zhao, Lianbo Liu, Yusuke Fujita, Hao Shi, Yuan Gao, Roman Koshkin, Yui Sudo
2026 J jnl
Streaming Translation and Transcription Through Speech-to-Text Causal Alignment.
CoRR
Roman Koshkin, Jeon Haesung, Lianbo Liu, Hao Shi, Mengjie Zhao, Yusuke Fujita, Yui Sudo
2026 J jnl
Time-Vertex machine learning for optimal sensor placement in temporal graph signals: Applications in structural health monitoring.
Reliab. Eng. Syst. Saf.
Keivan Faghih Niresi, Jun Qing, Mengjie Zhao, Olga Fink
2025 J jnl
Algebraic dynamic multilevel (ADM) method for CO2 storage in heterogeneous saline aquifers.
J. Comput. Phys.
Mengjie Zhao, Marc Gerritsma, Mohammed Al Kobaisi, Hadi Hajibeygi
2025 — conf
Conversation Context-Aware Direct Preference Optimization for Style-Controlled Speech Synthesis.
APSIPA
Atsushi Kojima, Yusuke Fujita, Hao Shi, Tomoya Mizumoto, Mengjie Zhao, Yui Sudo
2025 J jnl
Cross-Modal Learning for Music-to-Music-Video Description Generation.
CoRR
Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu, Zhi Zhong, Wei-Hsiang Liao, Hiromi Wakaki, Yuki Mitsufuji
2025 A* conf
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning.
EMNLP
Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu, Hiromi Wakaki, Yuki Mitsufuji
2025 J jnl
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning.
CoRR
Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu, Hiromi Wakaki, Yuki Mitsufuji
2025 J jnl
Disentangling Slow and Fast Temporal Dynamics in Degradation Inference with Hierarchical Differential Models.
CoRR
Mengjie Zhao, Olga Fink
2025 J jnl
From Physics to Machine Learning and Back: Part II - Learning and Observational Bias in PHM.
CoRR
Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao
2025 J jnl
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models.
Trans. Mach. Learn. Res.
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
2025 A* conf
Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models.
ICLR
Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji
2025 — conf
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising.
COLING (Industry)
Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu
2025 J jnl
Reinforcement negative sampling recommendation based on collaborative knowledge graph.
J. Intell. Inf. Syst.
Mengjie Zhao, Yaling Xun, Jifu Zhang, Yanfeng Li
2025 J jnl
Spatial and Temporal Changes of Wetlands on the Tibetan Plateau Between 1990 and 2020.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mengjie Zhao, Guoqing Zhang, Xiaoran Han, Tao Zhou, Fenglin Xu, Chenqian Tang
2025 J jnl
Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring.
CoRR
Keivan Faghih Niresi, Jun Qing, Mengjie Zhao, Olga Fink
2025 — conf
Towards Reporting Bias in Visual-Language Datasets: Bi-Modal Data Augmentation by Decoupling Object-Attribute Association.
ICCVW
Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji
2025 A* conf
VinaBench: Benchmark for Faithful and Consistent Visual Narratives.
CVPR
Silin Gao, Sheryl Mathew, Li Mi, Sepideh Mamooler, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Syrielle Montariol, Antoine Bosselut
2025 J jnl
VinaBench: Benchmark for Faithful and Consistent Visual Narratives.
CoRR
Silin Gao, Sheryl Mathew, Li Mi, Sepideh Mamooler, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Syrielle Montariol, Antoine Bosselut
2024 J jnl
ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmark.
CoRR
Hiromi Wakaki, Yuki Mitsufuji, Yoshinori Maeda, Yukiko Nishimura, Silin Gao, Mengjie Zhao, Keiichi Yamada, Antoine Bosselut
2024 — conf
DiffuCOMET: Contextual Commonsense Knowledge Diffusion.
ACL (1)
Silin Gao, Mete Ismayilzada, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut
2024 J jnl
DiffuCOMET: Contextual Commonsense Knowledge Diffusion.
CoRR
Silin Gao, Mete Ismayilzada, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut
2024 J jnl
Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction.
Reliab. Eng. Syst. Saf.
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
2024 J jnl
DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems.
IEEE Internet Things J.
Mengjie Zhao, Olga Fink
2024 — conf
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning.
ACL (Findings)
Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian J. McAuley
2024 J jnl
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning.
CoRR
Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian J. McAuley
2024 J jnl
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models.
CoRR
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
2024 J jnl
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics.
CoRR
Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
2024 J jnl
Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models.
CoRR
Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji
2024 J jnl
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising.
CoRR
Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu
2024 — conf
On the Language Encoder of Contrastive Cross-modal Models.
ACL (Findings)
Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji
2024 J jnl
OpenMU: Your Swiss Army Knife for Music Understanding.
CoRR
Mengjie Zhao, Zhi Zhong, Zhuoyuan Mao, Shiqi Yang, Wei-Hsiang Liao, Shusuke Takahashi, Hiromi Wakaki, Yuki Mitsufuji
2024 — conf
Research on Data Desensitization in Power Data Governance Process.
ICCIP
Haiyang Liu, Mengjie Zhao, Ning Niu, Hongli Su, Xiuyan Hao
2024 — conf
SpecMaskGIT: Masked Generative Modeling of Audio Spectrogram for Efficient Audio Synthesis and Beyond.
ISMIR
Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2024 J jnl
SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond.
CoRR
Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2024 J jnl
Standardized rPPG signal generation based on generative adversarial networks.
J. Electronic Imaging
Xiaoguang Tu, Yuang Liu, Mengjie Zhao, Bokai Liu, Jianhua Liu, Xia Lei, Luopeng Xu, Xinyu Zhu, Yu Wang, Yi Huang
2024 J jnl
Uniqueness, stability and algorithm for an inverse wave-number-dependent source problems.
CoRR
Mengjie Zhao, Suliang Si, Guanghui Hu
2024 J jnl
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities.
ACM Trans. Softw. Eng. Methodol.
Wei Ma, Shangqing Liu, Mengjie Zhao, Xiaofei Xie, Wenhan Wang, Qiang Hu, Jie Zhang, Yang Liu
2024 J jnl
Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain.
CoRR
Alexandra DeLucia, Mengjie Zhao, Yoshinori Maeda, Makoto Yoda, Keiichi Yamada, Hiromi Wakaki
2024 J jnl
Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks.
CoRR
Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
2024 J jnl
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation.
CoRR
Shiqi Yang, Zhi Zhong, Mengjie Zhao, Shusuke Takahashi, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji
2023 J jnl
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction.
CoRR
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
2023 J jnl
Dynamic Graph Attention for Anomaly Detection in Heterogeneous Sensor Networks.
CoRR
Mengjie Zhao, Olga Fink
2023 J jnl
Network pharmacology and LC-MS approachs to explore the active compounds and mechanisms of Yuanjiang decoction for treating bradyarrhythmia.
Comput. Biol. Medicine
Xujie Wang, Xuexue Zhang, Jiaxi Li, Jinyi Fu, Mengjie Zhao, Wantong Zhang, Weiliang Weng, Qiuyan Li
2023 J jnl
On the Language Encoder of Contrastive Cross-modal Models.
CoRR
Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji
2023 C conf
Research on the Construction and Application of Intelligent IoT System under Source Network Load Storage Collaboration.
iSPEC
Liyue Chen, Sheng Zhou, Haiyang Liu, Mengjie Zhao, Ning Niu
2023 — conf
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems.
SENSORS
Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
2023 J jnl
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems.
CoRR
Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
2023 J jnl
Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association.
CoRR
Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji
2022 J jnl
Comprehensive performance enhancement of a negative-capacitance nanosheet field-effect transistor with a steep sub-threshold swing at the sub-5-nm node.
Microelectron. J.
Weifeng Lü, Xianlong Chen, Bo Liu, Ziqiang Xie, Mengxue Guo, Mengjie Zhao
2022 J jnl
Data predictive control of nonlinear process feature dynamics through latent variable behaviours.
Comput. Chem. Eng.
Mengjie Zhao, Yitao Yan, Jie Bao, Wei Wang
2022 J jnl
Direct sampling method to inverse wave-number-dependent source problems (part I): determination of the support of a stationary source.
CoRR
Hongxia Guo, Guanghui Hu, Mengjie Zhao
2022 A conf
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses.
MSR
Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon
2022 J jnl
Is Self-Attention Powerful to Learn Code Syntax and Semantics?
CoRR
Wei Ma, Mengjie Zhao, Xiaofei Xie, Qiang Hu, Shangqing Liu, Jie Zhang, Wenhan Wang, Yang Liu
2022 — conf
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework.
NAACL-HLT (Findings)
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
2022 — conf
Modular and Parameter-Efficient Multimodal Fusion with Prompting.
ACL (Findings)
Sheng Liang, Mengjie Zhao, Hinrich Schütze
2022 J jnl
Modular and Parameter-Efficient Multimodal Fusion with Prompting.
CoRR
Sheng Liang, Mengjie Zhao, Hinrich Schütze
2022 — conf
This joke is [MASK]: Recognizing Humor and Offense with Prompting.
TL4NLP
Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze
2022 J jnl
This joke is [MASK]: Recognizing Humor and Offense with Prompting.
CoRR
Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze
2021 — conf
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters.
ACL/IJCNLP (1)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze
2021 J jnl
Development and Application of Efficient Oil Displacement System for Middle-Low Permeability and High Pour-Point Heavy Oil Reservoirs.
Complex.
Zhenfu Ma, Kai Zhang, Mengjie Zhao, Lu Liu, Chao Zhong, Jian Wang
2021 — conf
Discrete and Soft Prompting for Multilingual Models.
EMNLP (1)
Mengjie Zhao, Hinrich Schütze
2021 J jnl
Discrete and Soft Prompting for Multilingual Models.
CoRR
Mengjie Zhao, Hinrich Schütze
2021 J jnl
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses.
CoRR
Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon
2021 J jnl
LMTurk: Few-Shot Learners as Crowdsourcing Workers.
CoRR
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
2020 J jnl
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines.
CoRR
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
2020 — conf
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems.
EMNLP (Findings)
Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings
2020 J jnl
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems.
CoRR
Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings
2020 — conf
Fault Detection Using Autoencoder with Linear Hidden Layer Dynamics.
ANZCC
Mengjie Zhao, Yitao Yan, Jie Bao
2020 — conf
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.
EMNLP (1)
Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze
2020 J jnl
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.
CoRR
Mengjie Zhao, Tao Lin, Martin Jaggi, Hinrich Schütze
2020 — conf
Quantifying the Contextualization of Word Representations with Semantic Class Probing.
EMNLP (Findings)
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
2020 J jnl
Quantifying the Contextualization of Word Representations with Semantic Class Probing.
CoRR
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
2019 — conf
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction.
ACL (1)
Mengjie Zhao, Hinrich Schütze
2018 — conf
Embedding Learning Through Multilingual Concept Induction.
ACL (1)
Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze
2018 J jnl
Face verification based on deep Bayesian convolutional neural network in unconstrained environment.
Signal Image Video Process.
Mengjie Zhao, Bin Song, Yue Zhang, Hao Qin