Zhenliang Zhang | BIGAI
Zhenliang Zhang | BIGAI
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[ICLR 2026] Learning What Matters Now: Dynamic Preference Inference under Contextual Shifts
In this work, we study sequential decision-making problem when these preference weights are unobserved latent variables that drift with context.
Xianwei Cao
,
Dou Quan
,
Zhenliang Zhang
,
Shuang Wang
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[NeurIPS 2025 Workshop] ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making
We propose ValuePilot, a two-phase value-driven decision-making framework comprising a dataset generation toolkit DGT and a decision-making module DMM trained on the generated data.
Yitong Luo
,
Hou Hei Lam
,
Ziang Chen
,
Zhenliang Zhang
,
Xue Feng
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