Yu-Yang Qian

11 papers A* 4Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
When Drafts Evolve: Speculative Decoding Meets Online Learning.
CoRR
Yu-Yang Qian, Hao-Cong Wu, Yichao Fu, Hao Zhang, Peng Zhao
2026 J jnl
d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation.
CoRR
Yu-Yang Qian, Junda Su, Lanxiang Hu, Peiyuan Zhang, Zhijie Deng, Peng Zhao, Hao Zhang
2025 — conf
Adapting to Generalized Online Label Shift by Invariant Representation Learning.
KDD (1)
Yu-Yang Qian, Yi-Han Wang, Zhen-Yu Zhang, Yuan Jiang, Zhi-Hua Zhou
2025 J jnl
Handling New Class in Online Label Shift.
IEEE Trans. Knowl. Data Eng.
Yu-Yang Qian, Yong Bai, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2025 J jnl
Provably Efficient RLHF Pipeline: A Unified View from Contextual Bandits.
CoRR
Long-Fei Li, Yu-Yang Qian, Peng Zhao, Zhi-Hua Zhou
2025 A* conf
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree.
ICML
Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2025 J jnl
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree.
CoRR
Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2024 A* conf
Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation.
ICML
Yu-Yang Qian, Peng Zhao, Yu-Jie Zhang, Masashi Sugiyama, Zhi-Hua Zhou
2024 J jnl
Learning with Asynchronous Labels.
ACM Trans. Knowl. Discov. Data
Yu-Yang Qian, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2023 A* conf
Handling New Class in Online Label Shift.
ICDM
Yu-Yang Qian, Yong Bai, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2022 A* conf
Adaptive Learning for Weakly Labeled Streams.
KDD
Zhen-Yu Zhang, Yu-Yang Qian, Yu-Jie Zhang, Yuan Jiang, Zhi-Hua Zhou