Liu, Tianci

1. FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
   2024/07/28 by Feijie Wu, Wu, Feijie, X. Wang +9 · 10 citations
   Decision Sciences · Computer Science · #Data Quality and Management #Privacy-Preserving Technologies in Data
2. RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning
   2024/06/16 by Haoyu Wang, Wang, Haoyu, T. Liu +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Topic Modeling
3. Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective
   2017/11/17 by Tianci Liu, Zelin Shi, Liu, Tianci +3 · 1 citation
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Human Pose and Action Recognition #Morphological variations and asymmetry
4. Counterfactual Fairness by Combining Factual and Counterfactual Predictions
   2024/09/03 by Zhou, Zeyu, Liu, Tianci, Bai, Ruqi +3 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization
   2025/02/16 by T. Liu, Liu, Tianci, Haoxiang Jiang +13 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
6. Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
   2025/03/01 by T. Liu, Liu, Tianci, Ruirui Li +18 · 4 citations
   Computer Science · Engineering · Materials Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning in Materials Science
7. Quantification of Large Language Model Distillation
   2025/01/22 by Lee, Sunbowen, Zhou, Junting, Ao, Chang +11 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment
   2025/10/09 by Liu, Tianci, Xu, Ran, Yu, Tony +4 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. PEANuT: Parameter-Efficient Adaptation with Weight-aware Neural Tweakers
   2024/10/02 by Zhong, Yibo, Jiang, Haoxiang, Li, Lincan +5 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Towards Poisoning Fair Representations
    2023/09/28 by Liu, Tianci, Wang, Haoyu, Wu, Feijie +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
    2025/05/29 by Ma, David, Yuan, Huaqing, Wang, Xingjian +16 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
    2025/02/02 by Liu, Tianci, Li, Ruirui, Dong, Zihan +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)