138 citations · 313 across the 17 of their papers we have counts for
19 papers
Cumulative Reasoning with Large Language Models
Yifan Zhang, Jingqin Yang, Yang Yuan +1
Recent advancements in large language models (LLMs) have shown remarkable progress, yet their ability to solve complex problems remains limited. In this work, we introduce Cumulati…
Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression
Jing Xu, Jiaye Teng, Yang Yuan +1
One of the major open problems in machine learning is to characterize generalization in the overparameterized regime, where most traditional generalization bounds become inconsiste…
FedCM: Federated Learning with Client-level Momentum
Jing Xu, Sen Wang, Liwei Wang +1
Federated Learning is a distributed machine learning approach which enables model training without data sharing. In this paper, we propose a new federated learning algorithm, Feder…
An authenticated and secure accounting system for international emissions trading
Chenxing Li, Yang Yu, Andrew Chi-Chih Yao +2
Expanding multi-country emissions trading system is considered as crucial to fill the existing mitigation gap for the 2\degree C climate target. Trustworthy emissions accounting is…
An Incentive Analysis of some Bitcoin Fee Designs
Andrew Chi-Chih Yao
In the Bitcoin system, miners are incentivized to join the system and validate transactions through fees paid by the users. A simple "pay your bid" auction has been employed to det…
Scaling Nakamoto Consensus to Thousands of Transactions per Second
Chenxing Li, Peilun Li, Dong Zhou +3
This paper presents Conflux, a fast, scalable and decentralized blockchain system that optimistically process concurrent blocks without discarding any as forks. The Conflux consens…