Research

Research

*Unpublished Paper Only Avalailable During Application.

ResearchMay 2026

ForeSight: Enhancing Risk Monitoring via Early Safety Signal Distillation

Forecasting Harmful Responses from First-Token Hidden States

Large Language ModelsAI SafetyHarmfulness ForecastingEarly Risk DetectionSafety Signal Distillation

Hanling Wang, Chenlong Wei, Hanyan Niu, Qi Cao, Shizhou Huang, YangYang, Xiaohui Zhu*, Yao Zhu*

EMNLP Findings: Accepted
ForeSight: Enhancing Risk Monitoring via Early Safety Signal Distillation
ResearchJan 2026

SyRHM: Symbolic Reasoning with Retrieval for Zero-shot Harmful Meme Detection

Meme hateful content detection through Symbolic CoT

Large Language ModelSymbolic ReasoningNeuro-Symbolic AIMultimodal Representation LearningHarmful Content Detection

Hanling Wang, Chenlong Wei, Yingjian Li, Di Wu, Yuchao Zhang, Xiaohui Zhu*, Yao Zhu*

EMNLP: Accepted
SyRHM: Symbolic Reasoning with Retrieval for Zero-shot Harmful Meme Detection
ResearchNov 2025

Light Weight Deep Learning for Automated 3D Dental Finish Line Detection

Oral Scan Data Reformation and Segmentation

Computer visionSegmentationCAD-CAMMedical Image Segmentation

Hanling Wang, Di Wu, Zhiying Cao, Yifei Bi, Xiaodan Chen*, Yiding Ji*

papercodeJournal of Dental Research: Under Review
Light Weight Deep Learning for Automated 3D Dental Finish Line Detection
ResearchSep 2024

LLMarking: Adaptive Automatic Short-Answer Grading Using Large Language Models

Auto short answer grading using LLM

Large Language ModelKey Point ScoringNatural Language ProcessingPrompt EngineeringAutomatic Grading

Hanling Wang, Banghao Chi, Yufei Wu, Kexin Chen, Di Wu, Songning Liu, Yiwei Li, Hanyan Niu, Xiaohui Zhu*

papercodeACM Learning@Scale: Accepted
LLMarking: Adaptive Automatic Short-Answer Grading Using Large Language Models
ResearchApr 2024

FDH-TTA: Fourier-Domain Harmonization for Test-Time Adaptation in Multicenter Medical Image Segmentation

Doman adaptation based on Fourier Transfer

Test-time AdaptationMedical Image SegmentationDomainAdaptation

Hanling Wang, Di Wu, Yingjuan Li, Chenglong Wei, Yao Zhu*, Bo Ni*

papercodeBiomedical Signal Processing and Control: Accepted
FDH-TTA: Fourier-Domain Harmonization for Test-Time Adaptation in Multicenter Medical Image Segmentation
ResearchSep 2022

Path Planning of Autonomous Pollination Using Heredity Algorithm for Intelligent Agriculture

Heredity Algorithm path planning for Pollination robot

Path planningHeredity algorithm

Zhaochen Wang, Xiaoyan Gao, Hanling Wang, Yi Chen*

papercodeICiMR 2023: Accepted
Path Planning of Autonomous Pollination Using Heredity Algorithm for Intelligent Agriculture