Xu-Zheng He

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Publication activitypapers/week, last 8 weeks

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Speech & Audio (2)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Architecture Design (Transformers, SSMs, MoE) (1)

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Ze-Kai Liu (1)Zhi-Lin Wang (1)Yu Cheng (1)Yang Yang (1)Nan Nan (1)Zhilin Wang (1)Ziyue Kang (1)Zhuoru Mo (1)

Papers (2)

Oct 7, 2026

Ze-Kai Liu +41w ago

MIRA: A Musical Intent Refinement Agent for Aligning Text-to-Music Generation with User Intent

Black-box text-to-music generators can be steered to precisely match complex user intent by an agent that iteratively refines prompts based on rubric-based audio verification.

Ze-Kai Liu, Zhi-Lin Wang, Xu-Zheng He +2

Eval Frameworks & Benchmarks Natural Language Processing Speech & Audio

Apr 28, 2026

Xu-Zheng He +9Apr 28, 2026

SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton

SymphonyGen's 3D hierarchical approach to music generation lets you steer the overall structure of a symphony without sacrificing the richness and detail of the orchestration.

Xu-Zheng He, Nan Nan, Zhilin Wang +7

Architecture Design (Transformers, SSMs, MoE)Speech & Audio

Xu-Zheng He

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Xu-Zheng He

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)