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Jiangbin Zheng Ph.D candidate, Zhejiang University & Westlake University , China Location: Hangzhou (City), Zhejiang (Province), China English Level: IELTS, CET-6 Email: zhengjiangbin(at)westlake.edu.cn / zhengjiangbin(at)zju.edu.cn Hobbies: Photography, Poetry Writing, Software/Web/Graphic Design [Google Scholar] [GitHub] [Zhihu]

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Biography [Top]

Jiangbin Zheng is pursuing his Ph.D at Zhejiang University & Westlake University, China, under the supervision of Chair Prof. Stan Z. Li (IEEE Fellow). He is currently focusing on AI for Life Science (e.g., protein design, enzyme engineering). Previously he focused on Natural Language Processing (NLP), Computer Vision (CV),Multi-modality research (e.g., AI sign language translation) at Xiamen University, China.

RESEARCH INTERESTS: AI for Life Science; NLP; CV; Multi-Modality.

Primary Projects  [Top]

Publications  [Top]

Selected Publications:
	Progressive Multi-Modality Learning for Inverse Protein Folding [C] Jiangbin Zheng, Stan Z. Li* IEEE Conference on Multimedia Expo 2024 (ICME 2024) (Oral) [Paper] [Code] [BibTex]
	CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment [C] Jiangbin Zheng, Yile Wang, Cheng Tan, Siyuan Li, Ge Wang, Jun Xia, Yidong Chen, Stan Z. Li* The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023) (Highlight/Oral presentation; Acceptance rate: 2.5% of submitted papers) [Paper] [Code] [BibTex]
	Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings [C] Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li* Annual Meeting of the Association for Computational Linguistics (ACL 2022) [Paper] [Code] [BibTex]
	Enhancing Neural Sign Language Translation by Highlighting the Facial Expression Information [J] Jiangbin Zheng, Yidong Chen, ChongWu, XiaodongShi, Suhail Muhammad Kamala Neurocomputing, 2021 [Paper] [BibTex]
	A Document-Level Neural Machine Translation Model with Dynamic Caching Guided by Theme-Rheme Information [C] Yiqi Tong*, Jiangbin Zheng*, Hongkang Zhu, Yidong Chen, Xiaodong Shi (Co-1st Author) The 28th International Conference on Computational Linguistics (COLING 2020) [Paper] [BibTex]
	An Improved Sign Language Translation Model with Explainable Adaptations for Processing Long Sign Sentences [J] Jiangbin Zheng, Zheng Zhao, Min Chen, Jing Chen, Chong Wu, Yidong Chen, Xiaodong Shi, Yiqi Tong Computational Intelligence and Neuroscience (CIN), 2020 [Paper] [BibTex]
	Fuzzy SLIC: Fuzzy Simple Linear Iterative Clustering [J] Chong Wu, Jiangbin Zheng, Zhenan Feng, Houwang Zhang, Le Zhang, Jiawang Cao, Hong Yan IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), 2020 [Paper] [BibTex]
	Star Topology Convolution for Graph Representation Learning [J] Chong Wu, Zhenan Feng, Jiangbin Zheng, Houwang Zhang, Jiawang Cao, Hong Yan Complex & Intelligent Systems, 2022 [Paper] [BibTex]
	Generating Diverse Back-Translations via Constraint Random Decoding [C] Yiqi Tong, Yidong Chen, Guocheng Zhang, Jiangbin Zheng, Hongkang Zhu, Xiaodong Shi Conference CCMT, 2021 (Oral) [Paper] [BibTex]
	Technical Approaches to Chinese Sign Language Processing: A Review [J] Suhail Muhammad Kamal, Yidong Chen, Shaozi Li, Xiaodong Shi, Jiangbin Zheng IEEE ACCESS, 2019 [Paper] [BibTex]
Selected Preprints:
	Lightweight Contrastive Protein Structure-Sequence Transformation Jiangbin Zheng, Ge Wang, Yufei Huang, Bozhen Hu, Siyuan Li, Cheng Tan, Xinwen Fan, Stan Z. Li arXiv, 2023 [Paper] [BibTex]
	Efficient Multi-order Gated Aggregation Network Siyuan Li, Zedong Wang, Zicheng Liu, Cheng Tan, Haitao Lin, Di Wu, Zhiyuan Chen, Jiangbin Zheng, Stan Z. Li arXiv, 2023 [Paper] [Code] [Zhihu] [BibTex]
	Leveraging Graph-based Cross-modal Information Fusion for Neural Sign Language Translation Jiangbin Zheng, Siyuan Li, Cheng Tan, Chong Wu, Yidong Chen, Stan Z. Li arXiv, 2023 [Paper] [BibTex]

Public Patents:
- 1 national invention patent
- 4 software invention patents

Open Sources  [Top]

• Awesome AI Sign Language Papers [Github]
  If you are new or interested in AI sign language field, we highly recommend you browse this repository. We have collected papers on AI Sign Language (SL) comprehensively and categorized them according to different criteria (by time, type of research, institution, etc.).

Selected Awards  [Top]

Academic Services  [Top]

Research Intern  [Top]

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