Nikki Lijing Kuang

21 papers A* 3C 1Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Mode Elicitation: Diversity-Preserving Reinforcement Learning via Latent Diffusion Reasoner. CoRR Haoqiang Kang, Yizhe Zhang, Nikki Lijing Kuang, Yi-An Ma, Lianhui Qin
2025	J	`jnl`	Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion. CoRR Xunpeng Huang, Yingyu Lin, Nikki Lijing Kuang, Hanze Dong, Difan Zou, Yian Ma, Tong Zhang
2025	J	`jnl`	LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning. CoRR Haoqiang Kang, Yizhe Zhang, Nikki Lijing Kuang, Nicklas Majamaki, Navdeep Jaitly, Yi-An Ma, Lianhui Qin
2024	J	`jnl`	Diff-BBO: Diffusion-Based Inverse Modeling for Black-Box Optimization. CoRR Dongxia Wu, Nikki Lijing Kuang, Ruijia Niu, Yi-An Ma, Rose Yu
2024	A*	`conf`	Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk. NeurIPS Yuzhou Gu, Nikki Lijing Kuang, Yian Ma, Zhao Song, Lichen Zhang
2024	J	`jnl`	Log-concave Sampling over a Convex Body with a Barrier: a Robust and Unified Dikin Walk. CoRR Yuzhou Gu, Nikki Lijing Kuang, Yi-An Ma, Zhao Song, Lichen Zhang
2023	A*	`conf`	Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning. ICML Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra
2023	J	`jnl`	Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning. CoRR Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra
2023	A*	`conf`	Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation. NeurIPS Nikki Lijing Kuang, Ming Yin, Mengdi Wang, Yu-Xiang Wang, Yian Ma
2023	J	`jnl`	Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation. CoRR Nikki Lijing Kuang, Ming Yin, Mengdi Wang, Yu-Xiang Wang, Yi-An Ma
2022	J	`jnl`	Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection. CoRR Kush Bhatia, Nikki Lijing Kuang, Yi-An Ma, Yixin Wang
2019	—	`conf`	Analysis of Evolutionary Behavior in Self-Learning Media Search Engines. IEEE BigData Nikki Lijing Kuang, Clement H. C. Leung
2019	J	`jnl`	Analysis of Evolutionary Behavior in Self-Learning Media Search Engines. CoRR Nikki Lijing Kuang, Clement H. C. Leung
2019	—	`conf`	Leveraging Reinforcement Learning Techniques for Effective Policy Adoption and Validation. ICCSA (2) Nikki Lijing Kuang, Clement H. C. Leung
2019	J	`jnl`	Leveraging Reinforcement Learning Techniques for Effective Policy Adoption and Validation. CoRR Nikki Lijing Kuang, Clement H. C. Leung
2019	J	`jnl`	Performance Dynamics and Termination Errors in Reinforcement Learning: A Unifying Perspective. CoRR Nikki Lijing Kuang, Clement H. C. Leung
2019	C	`conf`	Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm. ICMLA Nikki Lijing Kuang, Clement H. C. Leung
2019	J	`jnl`	Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm. CoRR Nikki Lijing Kuang, Clement H. C. Leung
2019	J	`jnl`	Stochastic Reinforcement Learning. CoRR Nikki Lijing Kuang, Clement H. C. Leung, Vienne W. K. Sung
2018	—	`conf`	Performance Dynamics and Termination Errors in Reinforcement Learning - A Unifying Perspective. AIKE Nikki Lijing Kuang, Clement H. C. Leung
2018	—	`conf`	Stochastic Reinforcement Learning. AIKE Nikki Lijing Kuang, Clement H. C. Leung, Vienne W. K. Sung