Qian Ma
2 indexed papers
Recent (6 mo)
2With code
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226
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Vision×1Crypto×1AI×1
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2026
Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation
The paper proposes RPSG, a method that uses private seeds and differential privacy to generate highly realistic and strongly privacy-preserving synthetic data replicas of private text for LLMs.
InsightVQA: High-Dimensional Emotion-Cognitive Visual Question Answering Benchmark
The paper introduces InsightVQA, a large-scale benchmark dataset designed for hierarchical visual question answering that assesses complex emotion understanding and cognitive reasoning beyond simple emotion recognition.
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Papers
cs.CVRecentJun 1, 2026
InsightVQA: High-Dimensional Emotion-Cognitive Visual Question Answering Benchmark
Shiyu Wang, Ziyu Liu, Chaoyi Yu, Yujie Yin +5 more
The paper introduces InsightVQA, a large-scale benchmark dataset designed for hierarchical visual question answering that assesses complex emotion understanding and cognitive reasoning beyond simple e…
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cs.CRcs.AIRecentApr 8, 2026