Guanhua Zhang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 40

Top Topics

Diffusion Model

Emotion Recognition

Natural Language

Top Venues

IEEE Trans. Affect. Comput.

Publications

Guanhua Zhang, Moritz Hardt
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks. CoRR (2024)
Guanhua Zhang, Zhiming Hu, Mihai Bâce, Andreas Bulling
Mouse2Vec: Learning Reusable Semantic Representations of Mouse Behaviour. CHI (2024)
Yishuai Li, Yunfeng Zhu, Chao Shi, Guanhua Zhang, Jianzhong Wang, Xiaolu Zhang
Timestamp as a Service, not an Oracle. Proc. VLDB Endow. 17 (5) (2024)
Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian L. Price, Shiyu Chang
Improving Diffusion Models for Scene Text Editing with Dual Encoders. Trans. Mach. Learn. Res. 2024 (2024)
Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. CoRR (2024)
Chuhan Jiao, Yao Wang, Guanhua Zhang, Mihai Bâce, Zhiming Hu, Andreas Bulling
DiffGaze: A Diffusion Model for Continuous Gaze Sequence Generation on 360° Images. CoRR (2024)
Kunpeng Zhang, Yanheng Liu, Jindong Zhang, Guanhua Zhang, Jingyi Jin, Yunhao Li, Fengmin Tang
TDCA: improved optimization algorithm with degree distribution and communication traffic for the deployment of software components based on AUTOSAR architecture. Soft Comput. 27 (12) (2023)
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. ICLR (2023)
Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang
Improving Diffusion Models for Scene Text Editing with Dual Encoders. CoRR (2023)
Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang
Certified Robustness for Large Language Models with Self-Denoising. CoRR (2023)
Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu
Robust Mixture-of-Expert Training for Convolutional Neural Networks. ICCV (2023)
Guanhua Zhang, Matteo Bortoletto, Zhiming Hu, Lei Shi, Mihai Bâce, Andreas Bulling
Exploring Natural Language Processing Methods for Interactive Behaviour Modelling. CoRR (2023)
Guanhua Zhang, Matteo Bortoletto, Zhiming Hu, Lei Shi, Mihai Bâce, Andreas Bulling
Exploring Natural Language Processing Methods for Interactive Behaviour Modelling. INTERACT (3) (2023)
Guozhen Zhao, Yulin Zhang, Guanhua Zhang, Dan Zhang, Yong-Jin Liu
Multi-Target Positive Emotion Recognition From EEG Signals. IEEE Trans. Affect. Comput. 14 (1) (2023)
Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi S. Jaakkola, Shiyu Chang
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models. ICML (2023)
Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi S. Jaakkola, Shiyu Chang
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models. CoRR (2023)
Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu
Robust Mixture-of-Expert Training for Convolutional Neural Networks. CoRR (2023)
Guanhua Zhang, Minjing Yu, Yong-Jin Liu, Guozhen Zhao, Dan Zhang, Wenming Zheng
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals. IEEE Trans. Affect. Comput. 14 (1) (2023)
Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization. CoRR (2022)
Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang
Fairness Reprogramming. NeurIPS (2022)
Liang Song, Xing Hu, Guanhua Zhang, Petros Spachos, Konstantinos N. Plataniotis, Hequan Wu
Networking Systems of AI: On the Convergence of Computing and Communications. IEEE Internet Things J. 9 (20) (2022)
Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang
Fairness Reprogramming. CoRR (2022)
Xiaobing Du, Cuixia Ma, Guanhua Zhang, Jinyao Li, Yu-Kun Lai, Guozhen Zhao, Xiaoming Deng, Yong-Jin Liu, Hongan Wang
An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals. IEEE Trans. Affect. Comput. 13 (3) (2022)
Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization. ICML (2022)
Bing Bai, Jian Liang, Guanhua Zhang, Hao Li, Kun Bai, Fei Wang
Why Attentions May Not Be Interpretable? KDD (2021)
Yihua Zhang, Guanhua Zhang, Prashant Khanduri, Mingyi Hong, Shiyu Chang, Sijia Liu
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization. CoRR (2021)
Philipp Müller, Michael Dietz, Dominik Schiller, Dominike Thomas, Guanhua Zhang, Patrick Gebhard, Elisabeth André, Andreas Bulling
MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation. ACM Multimedia (2021)
Hanqi Wang, Xing Hu, Liang Song, Guanhua Zhang, Yang Liu, Jing Liu, Linhua Jiang
Stack Multiple Shallow Autoencoders into a Strong One: A New Reconstruction-Based Method to Detect Anomaly. ICONIP (1) (2021)
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting. ACL (2020)
Bao Yang, Keqin Dong, Peiyuan Guo, Peng Guo, Guo Jie, Guanhua Zhang, Tianke Li
Identification of Key Biomarkers and Potential Molecular Mechanisms in Oral Squamous Cell Carcinoma by Bioinformatics Analysis. J. Comput. Biol. 27 (1) (2020)
Bing Bai, Jian Liang, Guanhua Zhang, Hao Li, Kun Bai, Fei Wang
Why is Attention Not So Attentive? CoRR (2020)
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting. CoRR (2020)
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Conghui Zhu, Tiejun Zhao
Reliable Evaluations for Natural Language Inference based on a Unified Cross-dataset Benchmark. CoRR (2020)
Bing Bai, Guanhua Zhang, Ye Lin, Hao Li, Kun Bai, Bo Luo
CSRN: Collaborative Sequential Recommendation Networks for News Retrieval. CoRR (2020)
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao
Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability. CoRR (2019)
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu, Tiejun Zhao
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets. ACL (1) (2019)
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu, Tiejun Zhao
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets. CoRR (2019)
Cheng Zhang, Yiping Chen, Xinmiao Liang, Guanhua Zhang, Hong Ma, Leng Nie, Yu Wang
Detection of Hepatitis B Virus M204I Mutation by Quantum Dot-Labeled DNA Probe. Sensors 17 (5) (2017)
Chengwen Zhang, Lei Zhang, Guanhua Zhang
QoS-Aware Mobile Service Selection Algorithm. Mob. Inf. Syst. 2016 (2016)
Wenjie Chen, Shuaishuai Ding, Zhilei Chai, Daojing He, Weihua Zhang, Guanhua Zhang, Qiwei Peng, Wang Luo
FPGA-Based Parallel Implementation of SURF Algorithm. ICPADS (2016)
Wenjie Chen, Jin Yu, Weihua Zhang, Linhua Jiang, Guanhua Zhang, Zhilei Chai
Parallel Implementation of Dense Optical Flow Computation on Many-Core Processor. ICA3PP (1) (2015)
Wenjie Chen, Guanhua Zhang
Safety management on hazardous material transportation. ICCVE (2014)