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Yining Hua

The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality
2025 · John Torous, Jake Linardon, et al. · World Psychiatry · 324
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Blockchain Technology in Current Agricultural Systems: From Techniques to Applications
2020 · Weijun Lin, Xinghong Huang, et al. · IEEE Access · 254
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A scoping review of large language models for generative tasks in mental health care
2025 · Yining Hua, Hongbin Na, et al. · npj Digital Medicine · 151
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Charting the evolution of artificial intelligence mental health chatbots from rule‐based systems to large language models: a systematic review
2025 · Yining Hua, Steve Siddals, et al. · World Psychiatry · 116
A Fog caching scheme enabled by ICN for IoT environments
2020 · Yining Hua, Lin Guan, et al. · Future Generation Computer Systems · 42
Fine-Grained RNN With Transfer Learning for Energy Consumption Estimation on EVs
2022 · Yining Hua, Michele Sevegnani, et al. · IEEE Transactions on Industrial Informatics · 41
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A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions
2025 · Hongbin Na, Yining Hua, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 29
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Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-Marker Detection
2023 · Dewei Yi, Petar Baltov, et al. · IEEE Journal of Biomedical and Health Informatics · 23
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Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context
2025 · Bridget Dwyer, Matthew Flathers, et al. · NPP—Digital Psychiatry and Neuroscience · 19
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Synthetic to Realistic Imbalanced Domain Adaption for Urban Scene Perception
2021 · Yining Hua, Dewei Yi · IEEE Transactions on Industrial Informatics · 12
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Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving
2021 · Dewei Yi, Hui Fang, et al. · IEEE Transactions on Cognitive and Developmental Systems · 10
Label-Free Medical Image Quality Evaluation by Semantics-Aware Contrastive Learning in IoMT
2023 · Dewei Yi, Yining Hua, et al. · IEEE Journal of Biomedical and Health Informatics · 8
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Semi-Edge
2018 · Yining Hua, Lin Guan, et al. · International Workshop on Edge Systems, Analytics and Networking (EdgeSys) · 6
Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks
2024 · Hua, Yining, Na, Hongbin, et al. · arXiv (Cornell University) · 5
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Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation
2024 · Shoukun Xu, Lujun Zhang, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 5
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CARE-Bench: Benchmarking Patient-Facing LLM Triage
2026 · Hua, Yining, Na, Hongbin, et al. · arXiv (Cornell University) · 1
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Correction: Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context
2026 · Bridget Dwyer, Matthew Flathers, et al. · NPP—Digital Psychiatry and Neuroscience · 1
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From Posts to Timelines: Modeling Mental Health Dynamics from Social Media Timelines with Hybrid LLMs
2025 · Zimu Wang, Hongbin Na, et al. · Workshop on Computational Linguistics and Clinical Psychology (CLPsych) · 1
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Domain‐adapted driving scene understanding with uncertainty‐aware and diversified generative adversarial networks
2023 · Yining Hua, Jie Sui, et al. · CAAI Transactions on Intelligence Technology · 1
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Achieving Self-Directed Integrated Cancer Aftercare (ASICA): Trustworthy AI-Enhanced Digital Intervention for Melanoma Survivors in Resource-Constrained Settings
2026 · Yining, Hua, Peter, Murchie, et al. · Zenodo (CERN European Organization for Nuclear Research)
LLMs for Medical Consultation Are Evaluated Too Late: The Preformulation Gap
2026 · Hua, Yining, Ayubcha, Cyrus, et al. · arXiv (Cornell University)
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StagedWorkspace: A Versioned Workspace for Knowledge-Work Agents
2026 · Hua, Yining, Na, Hongbin, et al. · arXiv (Cornell University)
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Overview of the PsyDefDetect Shared Task at BioNLP 2026: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations
2026 · Na, Hongbin, Wang, Zimu, et al. · arXiv (Cornell University)
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Frequency aided attention mechanism for better segmentation generalization and explainability
2026 · Mohammed Lawal, Zhijun Yuan, et al. · Pattern Recognition
Designing Benchmarks for Knowledge Work
2026 · Hua, Yining, Na, Hongbin, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 1,049
H-index: 10
I10-index: 11
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