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researcher

Xize Cheng

28 papers hereh-index 181.2k citations69 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author23

Across the 26 of 28 papers where every author was matched, so the position is known.

fields
  • eess.AS9
  • cs.SD8
  • cs.CV5
  • cs.LG3
  • cs.AI1
  • cs.CL1

identity via Semantic Scholar / OpenAlex

works on
cover song generation 1large language models 1music generation 1semantic tokenization 1text-to-music 1

From the 1 of 28 linked papers with an AI index.

activity
20242026
collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2026

X3-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment

Dongjie Fu, Di Cao, Xize Cheng +6

While large audio-language models have achieved remarkable progress in auditory perception, they still lag behind text-based large language models in deep logical reasoning, primar…

cs.LG2026

Character Beyond Speech: Leveraging Role-Playing Evaluation in Audio Large Language Models via Reinforcement Learning

Dongjie Fu, Fangming Feng, Xize Cheng +3

The rapid evolution of multimodal large models has revolutionized the simulation of diverse characters in speech dialogue systems, enabling a novel interactive paradigm. Character…

cs.LG2024

A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter

Zirun Guo, Xize Cheng, Yangyang Wu +1

Efficient transfer learning methods such as adapter-based methods have shown great success in unimodal models and vision-language models. However, existing methods have two main ch…

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