Publications (35)
Reducing Distraction in Long-Context Language Models by Focused Learning
Zijun Wu, Bingyuan Liu, Ran Yan +2
Autopoiesis: A Self-Evolving System Paradigm for LLM Serving Under Runtime Dynamics
Youhe Jiang, Ran Yan, You Peng +4
Next-Generation Agentic Reinforcement Learning Systems Enable Self-Evolving Agents
Ran Yan, Wei Fu, Jiale Li +21
Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment
Huatian Gong, Jiuh-Biing Sheu, Zheng Wang +2
Decarbonization analysis on residential end uses in the emerging economies
Ran Yan, Minda Ma
AReaL-DTE: Sparse Policy-Weight Transfer for Online Agentic Reinforcement Learning
Yingqi Peng, Jiawei Zhang, Wenhao Zhou +7
HexiScale: Facilitating Large Language Model Training over Heterogeneous Hardware
Ran Yan, Youhe Jiang, Xiaonan Nie +3
AReaL-Hex: Accommodating Asynchronous RL Training over Heterogeneous GPUs
Ran Yan, Youhe Jiang, Tianyuan Wu +7
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model
Jiongchao Jin, Xiuju Fu, Xiaowei Gao +2
HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment
Youhe Jiang, Ran Yan, Binhang Yuan
Method Towards CVPR 2021 SimLocMatch Challenge
Xiaopeng Bi, Ran Yan, Zheng Chai +2
India's residential space cooling transition: Decarbonization ambitions since the turn of millennium
Ran Yan, Nan Zhou, Minda Ma +1
HexGen: Generative Inference of Large Language Model over Heterogeneous Environment
Youhe Jiang, Ran Yan, Xiaozhe Yao +3
Provincial allocation of China's commercial building operational carbon towards carbon neutrality
Yanqiao Deng, Minda Ma, Nan Zhou +4
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization
Rizhen Hu, Yutong He, Ran Yan +3
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities
Yanjie Song, Yutong Wu, Yangyang Guo +7
HexiSeq: Accommodating Long Context Training of LLMs over Heterogeneous Hardware
Yan Liang, Youhe Jiang, Ran Yan +3
FSA: An Alternative Efficient Implementation of Native Sparse Attention Kernel
Ran Yan, Youhe Jiang, Zhuoming Chen +3
Split-and-Denoise: Protect large language model inference with local differential privacy
Peihua Mai, Ran Yan, Zhe Huang +2
Estimation of Global Building Stocks by 2070: Unlocking Renovation Potential
Shufan Zhang, Minda Ma, Nan Zhou +6
Method Towards CVPR 2021 Image Matching Challenge
Xiaopeng Bi, Yu Chen, Xinyang Liu +5
Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
Fuyao Zhang, Xinyu Yan, Tiantong Wu +7
China's plug-in hybrid electric vehicle transition: an operational carbon perspective
Yanqiao Deng, Minda Ma, Nan Zhou +3
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
Guangxin He, Shen Nie, Fengqi Zhu +6
Decarbonization patterns of residential building operations in China and India
Ran Yan, Nan Zhou, Wei Feng +3
SuperGF: Unifying Local and Global Features for Visual Localization
Wenzheng Song, Ran Yan, Boshu Lei +1
ConfusionPrompt: Practical Private Inference for Online Large Language Models
Peihua Mai, Youjia Yang, Ran Yan +2
MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment
Jie Ren, Wenteng Liang, Ran Yan +3
RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
Peihua Mai, Ran Yan, Yan Pang
D^2SD: Accelerating Speculative Decoding with Dual Diffusion Draft Models
Liyuan Zhang, Jiarui Zhang, Jinwei Yao +6
Tracking enduring urban-rural inequities in residential heating and cooling loads across Chinese provinces
Qinwen Tang, Ran Yan, Nan Zhou +1
Building floorspace and stock measurement: A review of global efforts, knowledge gaps, and research priorities
Minda Ma, Shufan Zhang, Junhong Liu +4
A Unified Model for Multi-Task Drone Routing in Post-Disaster Road Assessment
Huatian Gong, Jiuh-Biing Sheu, Zheng Wang +2
MegLoc: A Robust and Accurate Visual Localization Pipeline
Shuxue Peng, Zihang He, Haotian Zhang +4
AREAL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models
Jiarui Zhang, Yuchen Yang, Ran Yan +8