Li, Daliang

1. FedMD: Heterogenous Federated Learning via Model Distillation
   2019/10/08 by Daliang Li, Li, Daliang, Junpu Wang +1 · 46 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection
2. ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
   2023/12/15 by Renat Aksitov, Aksitov, Renat, Sobhan Miryoosefi +23 · 2 voices · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
3. Modifying Memories in Transformer Models
   2020/12/01 by Zhu, Chen, Rawat, Ankit Singh, Zaheer, Manzil +4 · 17 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Understanding Robustness of Transformers for Image Classification
   2021/03/26 by Bhojanapalli, Srinadh, Chakrabarti, Ayan, Glasner, Daniel +3 · 13 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
   2022/10/12 by Li, Zonglin, You, Chong, Bhojanapalli, Srinadh +8 · 14 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Large Language Models with Controllable Working Memory
   2022/11/09 by Daliang Li, Ankit Singh Rawat, Li, Daliang +13 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. Two-stage LLM Fine-tuning with Less Specialization and More Generalization
   2022/11/01 by Wang, Yihan, Si, Si, Li, Daliang +5 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)