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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.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…
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…