Bo Li
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| title | conference | date |
|---|---|---|
| EmbedX: Embedding-Based Cross-Trigger Backdoor Attack Against Large Language | USENIX Security '25 | 2025-08-13 |
Introduces an embedding-space soft trigger that maps many tokens to one optimized continuous vector, injects it by freezing model weights and fine-tuning only… | ||
| CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified... | USENIX Security '25 | 2025-08-13 |
Introduces CAMP, a training paradigm that maximizes the provable certified radius by optimizing a surrogate loss derived from per-step local certified radii… | ||
| PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity... | USENIX ATC '25 | 2025-07-07 |
PopFetcher implements sliding-window popularity prediction to identify hot experts and does expert-wise prefetching of their parameters into local GPU memory… | ||
| Minder: Faulty Machine Detection for Large-scale Distributed Model Training | NSDI '25 | 2025-04-28 |
Minder is an automated faulty-machine detector deployed for over a year on thousand‑machine distributed training jobs; it builds per‑metric parametric models… | ||
| AI Safety in the Generative AI Era | SuperAI Singapore 2024 | 2024-06-05 |
Claims a red teaming platform called virtual red with about 300 algorithms finds concrete vulnerabilities like privacy leakage and brand-risk exploits, cites… | ||
| Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs | OSDI 2023 | 2023-07-10 |
Flor is an RDMA framework that keeps the RoCEv2 data path in RNIC hardware but moves vendor-specific control logic into software running on NPUs/DPUs/host… | ||
| A New Era of One-Click Attacks: How to Break Install-Less Apps | Black Hat Asia 2021 | 2021-05-04 |
Finds multiple practical exploits across Install‑Less platforms and demonstrates working attacks: one‑click remote RCE on QuickApp by abusing the downloadFile… | ||
| When Cloud Storage Meets RDMA | NSDI ’21 | 2021-04-12 |
Pangu integrates RDMA into production cloud storage and reports concrete wins: a user‑space stack (USS OS and USS file system) boosts CPU efficiency by over… | ||
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