Hang Gu 顾航

MSc, Computer Science (Data Science)

Thesis: Dental Deformities Prediction Using Bayesian Networks among Adolescents

Bachelor's degree, Computer Science and Technology

First author · Journal resubmission

Frozen CLIP Features for Low-Resource Multimodal Fake News Detection: Simple Adaptation, Token-Level Fusion and Data Artifacts

Resubmission to International Journal of Machine Learning and Cybernetics. Studies frozen CLIP adaptation through token-level co-attention, prototype classification, baseline comparisons, modality ablations and near-duplicate / label-association audits.

Submitted · DASFAA 2027

Validation Sensitivity in Limited-Label News Classification

Compares frozen CLIP class prompts and logistic-regression probes using five training seeds, 20 shared validation draws and 100 additional draws. Separates the effects of validation composition, scoring weights and epoch selection.

First author · Accepted, ISCAIT 2026

Design and Implementation of a Vision-Language Multimodal Behavior Prediction Model

Combines VideoMAE and DistilBERT with bidirectional cross-attention, gated residuals, text dropout and LSTM. Studies behavior classification and trajectory trends through implementation and ablation analysis.

Revised manuscript returned · Awaiting final review

融合 LSTM 与特征优化的系统故障智能预测方法研究

《计算机工程与应用》

Time- and frequency-domain features, random-forest selection / PCA, a two-layer LSTM and dynamic alert thresholds for multivariate fault prediction.

Accepted

机器学习在游戏角色行为建模中的应用探析

《网络游戏技术与应用》

A review of supervised learning, reinforcement learning and deep learning for behavior recognition, policy learning and dynamic decisions.

Master's thesis · 2023

Dental Deformities Prediction Using Bayesian Networks among Adolescents

Clinical-data cleaning and discretization in R, MMHC structure learning and bootstrap consensus networks; comparison of static and dynamic Bayesian networks for interpretable conditional-dependency analysis.

Huai'an natural science project · Project lead

Knowledge-base and system prototypes; document chunking, embeddings, retrieval and reranking, with attention to retrieval quality, response time and source traceability.

Industry collaboration · Project lead · In progress

Document parsing, entity extraction, risk-clause identification and similar-clause retrieval; prototype implementation and internal evaluation.

Industry collaboration · Project lead · Completed

Reusable interface components and API conventions; requirements, development, integration, deployment and acceptance.

Jiangsu higher-education teaching-reform project · Project lead · In progress

Proposed study of differentiated practice, immediate feedback and learning-behavior assessment in introductory computing courses.

Lecturer & Teaching Section Head

Computing teaching, curriculum revision, Hadoop/Spark practical platforms and coordination of an educational AI research team.

Core frontend architecture for U Mobile onboarding; configurable forms and state machines. Work orders, monitoring, multilingual interfaces and weak-network support for an India water project.

Printing ERP: orders, Gantt scheduling, progress tracking and mobile scan feedback.

Online learning and practical-training interfaces: courses, assignments, editing and automated assessment.