Niu, Xinyuan

5 publications

ICLR 2026 WaterDrum: Watermark-Based Data-Centric Unlearning Metric Xinyang Lu, Xinyuan Niu, Gregory Kang Ruey Lau, Nhung Bui, Rachael Hwee Ling Sim, John Russell Himawan, Fanyu Wen, Chuan-Sheng Foo, See-Kiong Ng, Bryan Kian Hsiang Low

ICLRW 2025 Broaden Your SCOPE! Efficient Conversation Planning for LLMs Using Semantic Space Zhiliang Chen, Xinyuan Niu, Chuan-Sheng Foo, Bryan Kian Hsiang Low

ICLR 2025 Broaden Your SCOPE! Efficient Multi-Turn Conversation Planning for LLMs with Semantic Space Zhiliang Chen, Xinyuan Niu, Chuan-Sheng Foo, Bryan Kian Hsiang Low

ICLRW 2025 SCOPE: Improving LLM Conversations with Efficient Semantic Space Planning Zhiliang Chen, Xinyuan Niu, Chuan-Sheng Foo, Bryan Kian Hsiang Low

ICMLW 2024 Waterfall: Framework for Robust and Scalable Text Watermarking Gregory Kang Ruey Lau, Xinyuan Niu, Hieu Dao, Jiangwei Chen, Chuan-Sheng Foo, Bryan Kian Hsiang Low