Xinghua Qu
3 papers in the PaperMetrix corpus
Papers by this author
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Adaptive Knowledge Transfer based on Transfer Neural Kernel Network
2020
Transfer agents are widely used in the challenging problems where knowledge is cross-used among different tasks. One popular research approach is to design a transfer kernel that controls the strength of knowledge transfer based on …
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Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison
2020
With tremendous amount of recommendation algorithms proposed every year, one critical issue has attracted a considerable amount of attention: there are no effective benchmarks for evaluation, which leads to two major concerns, i.e., unreproducible evaluation …
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Process-Supervised Reinforcement Learning for Interactive Multimodal Tool-Use Agents
2025 · arXiv (Cornell University)
Effective interactive tool use requires agents to master Tool Integrated Reasoning (TIR): a complex process involving multi-turn planning and long-context dialogue management. To train agents for this dynamic process, particularly in multi-modal contexts, we introduce …