Sheng Wang
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  • Publications
    • TherapyGym: Evaluating and Aligning Clinical Fidelity and Safety in Therapy Chatbots
    • ToolSelf: Runtime Self-Reconfiguration for Robust Long-Horizon Agentic Tasks
    • Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models
    • MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
    • UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
    • Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-Induced Exploration
    • How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models
    • MoS: Unleashing parameter efficiency of low-rank adaptation with mixture of shards
    • ProReason: Multi-modal proactive reasoning with decoupled eyesight and wisdom
    • QSpec: Speculative decoding with complementary quantization schemes
    • TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
    • LoRA meets dropout under a unified framework
    • PRoLoRA: Partial rotation empowers more parameter-efficient LoRA
    • A cognitive stimulation dialogue system with multi-source knowledge fusion for elders with cognitive impairment
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