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LORASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning

Yifan Yang, Yifei Shen, Yuqing Yang, Lili Qiu, Fangyun Wei

Empirical Methods in Natural Language Processing | November 2024

Publication

BitNet a4.8: 4-bit Activations for 1-bit LLMs

Hongyu Wang, Shuming Ma, Furu Wei

November 2024

arXiv | November 2024

Work in progress

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Publication

LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation

Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu

November 2024

arXiv | November 2024

Github Project

Publication

Reviving Cloud Gaming Sessions

Yifan Yang, Lili Qiu, Yuqing Yang

CoNEXT 2024 – International Conference on emerging Networking EXperiments and Technologies | November 2024

Publication

Self-maintaining [networked] systems: The rise of datacenter robotics!

Freddie Hong, Iason Sarantopoulos, Elliott Hogg, David Richardson, Yizhong Zhang, Hugh Williams, David Sweeney, Andromachi Chatzieleftheriou, Ant Rowstron

Hot Topics in Networks | November 2024

Project

Publication

Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor

Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang

SOSP | November 2024

Publication

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang

November 2024

Github

Publication

Bridging Geometric States via Generative Modeling

Shengjie Luo, Yixian Xu, Di He, Shuxin Zheng, Tie-Yan Liu, Liwei Wang

NeurIPS 2024 | October 2024

Publication

ReMe: Scaffolding Personalized Cognitive Training via Controllable LLM-Mediated Conversations

Zilong Wang, Nan Chen, Luna K. Qiu, Ling Yue, G. Guo, Yangyiwen Ou, Shiqi Jiang, Yuqing Yang, Lili Qiu

CHI 2026 | October 2024

Publication

Little Giants: Synthesizing High-Quality Embedding Data at Scale

Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou

NAACL 2025 | October 2024