I am Jiaqi Li, a master student in Computer Science at the University of Hong Kong.
I majored in Mathematics and minor in Computer Science as an undergraduate. Throughout my academic journey, I participated in 5 national competitions, earning accolades and completed over 20 mathematical and machine learning related papers and projects, exemplified by more than 20,000 lines of code.
To date, I have authored 6 papers, secured 5 work experiences, obtained 3 patents, and earned 4 software copyrights.
🔥 News
- 2024.06: 🎉🎉 Paper Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning is available at arxiv
- 2024.05: Project I AM DIRECTOR got 100+ starts on GitHub
- 2023.11: 🎉🎉 Paper Hot Topics Clustering based on Gaussian Mixture Model with built-in DTW being accepted by 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning (PRML)
- 2022.07: 🎉🎉 Received the offer from the University of Hong Kong
- 2022.05: Got Excellent grade in undergraduate dissertation
📝 Publications
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning
Arxiv preprint
Jiaqi Li, Yixuan Tang, Yi Yang
- A novel fine-tuning framework to automatically synthesize training data tailored for rejecting the questions exceeds the knowledge without compromising on other tasks.
RMFDnet: Redundant and Missing Feature Decoupling Network for Salient Object Detection
Engineering Applications of Artificial Intelligence
Qianwei Zhou, Jintao Wang, Jiaqi Li, Chen Zhou, Haigen Hu, Keli Hu
- This paper proposes carefully devised auxiliary decoders to decouple the redundant and missing features, which utilized for further refining and prediction.
Hot Topics Clustering based on Gaussian Mixture Model with built-in DTW
IEEE International Conference on Pattern Recognition and Machine Learning (PRML2023)
Chenggang Lu, Jiaqi Li
- A GMM with improved built-in DTW algorithm without dimensional explosion for length-varying time-series clustering.
Research on Credit Loan Decision Model of Enterprises in the Context of Emergencies
Gansu Finance, 2022(12)
Jiaqi Li, Yunxia Li, Xiangxu Li
Electronic Technology & Software Engineering, 2021(8):4
Jiaqi Li, Kaihua Wu, Yao Zhang, Dalong Zhao
- A Faster-RCNN object detection model, and SIFT algorithm based GPS determination approach.
Journal of Shanghai University of Engineering Science, 35 (3), 285-289
Jiaqi Li, Yunxia Li, Xiangxu Li
🎖 Projects
- 2024.10 A Human-AI Interaction Platform for Co-speech Gesture Understanding in Business Pitches
- An automated and scalable co-speech gesture recognition and understanding platform leveraging AI and behavior psychology for understanding the role of co-speech gestures in business pitches.
- The human-AI interaction aims at accelerating the training with the least annotation effort.
- 2024.02 I AM DIRECTOR
- Code
- An AI driven platform for automatic movie/video scripts generation.
- 2024.09 RoomAssignment: A gaming platform for Human-LLM interaction
- Tailored memory and prompt modules, for compressing the game information for GPT agents.
- Agents with various responsibility prompts for observing their cooperation with human.
- 2023.02 A Semi-supervised Archaeological Site Segmentation Model based on Transfer Learning A Trustworthy Model for Archaeological Site Detection based on Mean Teacher and CycleGAN
- A novel semi-supervised training method integrated with capable of uncertain knowledge screening based on teacher-student structure, and label denoising for weakly-supervised dataset.
- A tailored SegFormer for remote sensing with CLS token prompting the domain information.
- Visual Prompt Tuning for adapting pre-trained SegFormer.
- CycleGAN was introduced to allow image domain transformation and data generation
- 2022.03 Detection Platform of Diseased Wood in Aerial Image of Pine Wood Nematode
- A Faster-RCNN object detection model, and SIFT algorithm based GPS determination approach.
- 2020.12 2020 China University Computer Contest - Artificial Intelligence Creativity Competition Project: A Cardiovascular Disease Diagnosis System Based on Neural Network
- Extraction of specialized ECG images using wearable devices, followed by image classification using CNN to ascertain the probability of illness.
- 2020.11 2020 National College Students Robot Competition - Motion Ball Grasping and Box Sorting Robot Based on Computer Vision
- Object recognition and trajectory prediction with computer vision.
- 2020.09 Second Prize in Zhejiang Province, 2020 National College Student Mathematical Contest in Modeling - Credit Risk Assessment Model for Small and Medium-sized Enterprises Based on Analytic Hierarchy Process and Decision Tree
- Classifying the enterprise credit risk by analyzing their fundamentals with machine learning.
- 2020.05 2020 National College Student Innovation and Entrepreneurship Competition - A Raspberry Pi Face Monitoring System Based on OpenCV and Deep Learning
- A Raspberry Pi extracting the faces by OpenCV, and uploading them to the server for recognition.
- 2021.05 2021 National College Student Innovation and Entrepreneurship Competition - Returned and Overseas Chinese Capital Comprehensive Service Cloud Platform
- A big data platform for returned and overseas Chinese starting their own businesses.
📖 Educations
- 2022.09 - 2023.12, The University of Hong Kong.
- Master of Science in Computer Science
- 2018.09 - 2022.06, Zhejiang University of Technology, China.
- Bachelor of Science
- Majored in Imformation & Computing Science
- Minored in Computer Science
- Dissertation Grade: Excellent
💬 Patents
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Patent for Invention: A method for calibrating the longitude and latitude of aerial image pixels, 2022, Patent No.: CN115457124A
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Patent for Utility Model: A Remote Ischemic Preconditioning Training System and Method, 2021, Patent No.: CN108461158A, Co-inventor
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Patent for Invention: A Passenger Seat Belt Status Monitoring System, 2018, Patent No.: CN107512239A
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Software Copyright: RR Interval Extraction Based on Chaos Theory and Heart Disease Diagnosis APP Based on AI Technology, 2021, No. 7255144, Co-inventor
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Software Copyright: Meeting Affairs Management Software, 2021, No. 7278724
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Software Copyright: Exam Management Software, 2021, No. 7278723
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Software Copyright: Electric Power Monitoring Software, 2021, No. 7278722
💻 Internships
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Aug. 2023 - May 2024, The Hong Kong University of Science and Technology
- Research Assistant, Investigate methods to mitigate hallucinations in LLMs and develop an investment report analysis platform.
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Oct. 2021 – Jun. 2022, Hangzhou Markov Technology Co., Ltd.
- R & D Department, Develop WeChat apps for city volunteer services as a full-stack engineer work with team.
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Sep. 2020 - Feb. 2021, Hangzhou Fenghui Information Technology Co., Ltd.
- R & D Department, Assist colleagues in testing hardware and software products and applying for patents.
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July 2020 - Sep. 2020, Lishui Honeycomb Network Technology Co., Ltd.
- Technical Department, Develop an electronic stethoscope system based on AI.
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Dec. 2019 - Jan. 2020, Zhejiang Red Dot Intelligent Technology Co., Ltd.
- Academician Workstation, Develop a pine wood nematode monitoring system by UAV, spectral remote sensing and neural network, and assist in training the detection model.