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• Practical Vertical Federated Learning with Unsupervised Representation Learning
  2022 · 47 citations
• Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
  2025 · 1 citations
• Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench
  2026
• Bat: Efficient Generative Recommender Serving with Bipartite Attention
  2026
• Position: The Current AI Conference Model is Unsustainable! Diagnosing the Crisis of Centralized AI Conference
  2025
• The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
  2025
• LogQuant: Log-Distributed 2-Bit Quantization of KV Cache with Superior Accuracy Preservation
  2025
• Position: The Current AI Conference Model is Unsustainable! Diagnosing the Crisis of Centralized AI Conference
  2025
• WikiDBGraph: A Data Management Benchmark Suite for Collaborative Learning over Database Silos
  2025
• A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection
  2019
• The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems
  2020
• Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives
  2023
• OFL-W3: A One-shot Federated Learning System on Web 3.0
  2024