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Liu, Zifan
8 publications
ICML
2025
C2IQL: Constraint-Conditioned Implicit Q-Learning for Safe Offline Reinforcement Learning
Zifan Liu
,
Xinran Li
,
Jun Zhang
AAAI
2025
Deep Graph Online Hashing for Multi-Label Image Retrieval
Yuan Cao
,
Xiangru Chen
,
Zifan Liu
,
Wenzhe Jia
,
Fanlei Meng
,
Jie Gui
AAAI
2025
ECLAIR: Enhanced Clarification for Interactive Responses
John Murzaku
,
Zifan Liu
,
Md. Mehrab Tanjim
,
Vaishnavi Muppala
,
Xiang Chen
,
Yunyao Li
AAAI
2025
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant
John Murzaku
,
Zifan Liu
,
Vaishnavi Muppala
,
Md. Mehrab Tanjim
,
Xiang Chen
,
Yunyao Li
AISTATS
2025
Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-Sales Inventory Control
Zifan Liu
,
Xinran Li
,
Shibo Chen
,
Gen Li
,
Jiashuo Jiang
,
Jun Zhang
ICML
2024
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-Agent Reinforcement Learning
Xinran Li
,
Zifan Liu
,
Shibo Chen
,
Jun Zhang
NeurIPS
2024
TSDS: Data Selection for Task-Specific Model Finetuning
Zifan Liu
,
Amin Karbasi
,
Theodoros Rekatsinas
ICML
2021
On Robust Mean Estimation Under Coordinate-Level Corruption
Zifan Liu
,
Jong Ho Park
,
Theodoros Rekatsinas
,
Christos Tzamos