Xinyi Huang
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
secure aggregation
(1)
communication overhead
(1)
benchmark framework
(1)
communication protocol
(1)
large language model
(1)
audio-video synchronization
(1)
multi-agent system
(1)
text-to-audio-video generation
(1)
distributed coordination
(1)
information silo
(1)
image-to-audio-video generation
(1)
lip-speech consistency
(1)
computation overhead
(1)
dual-server architecture
(1)
model inconsistency attacks
(1)
separable homomorphic commitment
(1)
Papers
SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
ACL 2026
VABench: A Comprehensive Benchmark for Audio-Video Generation
CVPR 2026
Janus: Dual-Server Multi-Round Secure Aggregation with Verifiability for Federated Learning
ICML 2025
DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency
ECCV 2024