3 papers
cs.LG2024
Open-Book Neural Algorithmic Reasoning
Hefei Li, Chao Peng, Chenyang Xu +1
Neural algorithmic reasoning is an emerging area of machine learning that focuses on building neural networks capable of solving complex algorithmic tasks. Recent advancements pred…
cs.GT2024
Sponsored Search Auction Design Beyond Single Utility Maximization
Changfeng Xu, Chao Peng, Chenyang Xu +1
Auction design for the modern advertising market has gained significant prominence in the field of game theory. With the recent rise of auto-bidding tools, an increasing number of…
cs.AI2024
A Context-Enhanced Framework for Sequential Graph Reasoning
Shuo Shi, Chao Peng, Chenyang Xu +1
The paper studies sequential reasoning over graph-structured data, which stands as a fundamental task in various trending fields like automated math problem solving and neural grap…