Hongye Jin
Publications by Year
Research Areas
Topic Modeling, Privacy-Preserving Technologies in Data, Multimodal Machine Learning Applications, Natural Language Processing Techniques, Reinforcement Learning in Robotics
Most-Cited Works
- → Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond(2024)439 cited
- → LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning(2024)13 cited
- → Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering(2024)10 cited
- → Exposing Model Theft: A Robust and Transferable Watermark for Thwarting Model Extraction Attacks(2023)6 cited
- → GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length(2023)4 cited
- → Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach(2023)4 cited
- → Gradient Rewiring for Editable Graph Neural Network Training(2024)2 cited
- Stepwise Penalization for Length-Efficient Chain-of-Thought Reasoning(2026)