Bingyu Shen
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
Crypto×2Emerging Tech×2Distributed×1Multiagent×1Vision×1AI×1
Frequent co-authors
Research Timeline
2026
Toward Accountable AI-Generated Content on Social Platforms: Steganographic Attribution and Multimodal Harm Detection
The paper proposes an end-to-end forensic pipeline using steganographic attribution and multimodal harm detection to reliably trace and attribute harmful misuse of AI-generated imagery on social platforms.
HadAgent: Harness-Aware Decentralized Agentic AI Serving with Proof-of-Inference Blockchain Consensus
HadAgent introduces a decentralized AI serving system that replaces resource-intensive Proof-of-Work with Proof-of-Inference (PoI) to secure LLM agent operations and achieve fast, verifiable consensus.
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Papers
cs.DCcs.CRcs.ETRecentApr 15, 2026
HadAgent: Harness-Aware Decentralized Agentic AI Serving with Proof-of-Inference Blockchain Consensus
Landy Jimenez, Mariah Weatherspoon, Bingyu Shen, Yi Sheng +2 more
HadAgent introduces a decentralized AI serving system that replaces resource-intensive Proof-of-Work with Proof-of-Inference (PoI) to secure LLM agent operations and achieve fast, verifiable consensus…
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cs.CVcs.AIcs.CRRecentApr 12, 2026