I'm a research engineer focused on streaming multimodal systems—real-time speech and video models, post-training, and efficient inference optimization.
Currently, I work on simulation inference at Waymo LLC, focusing on TPU/GPU inference scheduling and nondeterminism, and contribute to SGLang-Omni as a core contributor (#3). Previously, I spent three years at Alibaba developing multi-task models and RL algorithms, and conducted research with Prof. Lei Li at CMU LTI.
News
- RASST was accepted to EMNLP 2026 Main.
- AutoTerm-SST was accepted to EMNLP 2026 System Demonstrations.
- Leading SGLang-Omni’s TTS runtime refactor.
- Our vibe coding safety benchmark paper was accepted to ICML 2026.
- Joined Waymo LLC.
- Joined Prof. Lei Li’s group at CMU LTI.
Selected Publications
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CriticHack: Evaluating Visual Rewards Under Robot Policy OptimizationUnder review at ICLR 2027
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CausalCache: Conditional High-Fidelity Restoration for Long-Horizon GUI AgentsUnder review at AAAI 2027
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Experience
Waymo LLC
Simulation inference on TPU/GPU systems, focusing on scheduling and inference nondeterminism.
Carnegie Mellon University, LTI
Streaming speech agents, retrieval, reinforcement learning, and efficient inference; advised by Prof. Lei Li.
TikTok
Security alignment for multi-agent compliance report generation through supervised fine-tuning on internal data.
Alibaba Group
Developed multi-task models (MMoE/MTL) and constrained RL policies for multi-objective reward optimization under budget constraints. Built causal uplift models to estimate incremental impact, achieving ~9% relative lift in targeted conversion experiments.
Selected Work
SGLang-Omni
Core contributor (#3), leading the TTS runtime refactor and working on mixed-chunk scheduling, tensor-parallel correctness, topology-aware collectives, and shared multimodal serving infrastructure.
sst-rl-framework
A reusable GRPO post-training framework for speech RL with modular rollouts, rewards, typed adapters, and task-specific plug-ins.
Education
Johns Hopkins University
M.S. in Computer Science
Central South University
B.S. in Computer Science · Turing Honors Program
Academic Service
Reviewer: EMNLP 2026 · EACL 2027 · ICLR 2027.