I currently work at AGI startup Moonshot AI (月之暗面).
My research interests are LLM & MLLM Scaling, Efficient Deep Learning Methods, etc.

We are hiring! If you are passionate about developing next generation of AI, or if you're keen on crafting the next super app, or if you see yourself fitting into a role at Moonshot AI, don't hesitate to get in touch with me!

[Email] [Google Scholar]

Experiences

• Scaling Researcher @ Moonshot AI
  Jul. 2023 ~ Now
  
  

• Senior Researcher @ Tencent
  Dec. 2021 ~ Jul. 2023
  
  

Publications

1. Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
   [EMNLP'24] Z. Chen, Z. Zhu, X. Zhuang, Z. Huang, Y. Zou

2. Divide and Conquer: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding
   [CIKM'24] Z. Zhu, X. Cheng, Z. Chen, Z. Wang, Z. Huang, Y. Zou

3. FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model
   [ACMMM'24] Z. Yao, X. Cheng, Z. Huang

4. Mixture of Bidirectional Adapter for Multi-modal Sarcasm Detection
   [ACMMM'24] Y. Xie, Z. Zhu, X. Chen, Z. Chen, Z. Huang

5. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
   [MICCAI'24] Z. Zhu, X. Cheng, Y. Zhang, Z. Chen, Q. Long, H. Li, Z. Huang, X. Wu, Y. Zheng

6. MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
   [ACL'24] X. Cheng, Z. Zhu, X. Zhuang, Z. Chen, Z. Huang, Y. Zou

7. Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Leve Alignment
   [ACL'24] Z. Zhu, X. Cheng, Z. Chen, X. Zhuang, Z. Huang, Y. Zou

8. KC-Prompt: End-to-end Knowledge-Complementary Prompting for Rehearsal-free Continual Learning
   [ICASSP'24] Y. Li, Y. Liu, X. Cheng, Z. Zhu, H. Li, B. Yang, Z. Huang

9. Towards Multimodal Sentiment Analysis via Two-Stage Bottleneck Filtering and Optimal Transport
   [COLING'24] Y. Xie, Z. Zhu, X. Lu, Z. Huang, H. Xiong

10. Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics
    [COLING'24] Z. Zhu, Y. Zhang, X. Cheng, Z. Huang, D, Xu, X. Wu, Y. Zheng

11. Towards Unified SLU Decoding via Label-aware Compact Linguistics Representations
    [ACL'23] Z. Zhu, X. Cheng, Z. Huang, D. Chen, Y. Zou

12. A Multi-grained Contrastive Learning Framework for ASR-robust Language Understanding
    [EMNLP'23] Z. Huang, D. Chen, Z. Zhu, X. Cheng

13. Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- & Intra-modality Attention
    [AAAI'21] Z. Huang, F. Liu, X. Wu, S. Ge, H. Wang, W. Fan, Y. Zou

14. GhostBERT: Generate More Features with Cheap Operations for BERT
    [ACL'21] Z. Huang, L. Hou, L. Shang, X. Chen, X. Jiang, Q. Liu
    

15. DynaBERT: Dynamic BERT with Adaptive Width and Depth
    [NeurIPS'20] L. Hou, Z. Huang, L. Shang, X. Jiang, X. Chen, Q. Liu