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bohanzhuang authored Jan 16, 2024
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(Selected Publications. \* equal contribution, \# corresponding author)

**2023**

- **Efficient Stitchable Task Adaptation**

**Haoyu He**, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang\#

[[Paper](https://arxiv.org/abs/2311.17352)]

**2024**

- **QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models**

**Jing Liu**, Ruihao Gong, Xiuying Wei, Zhiwei Dong, Jianfei Cai, Bohan Zhuang\#

[[Paper](https://arxiv.org/abs/2310.08041)]
[[Paper](https://arxiv.org/abs/2310.08041)] **ICLR 2024**


- **EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models**

**Yefei He**, Jing Liu, Weijia Wu, Hong Zhou\#, Bohan Zhuang\#

[[Paper](https://arxiv.org/abs/2310.03270)]
[[Paper](https://arxiv.org/abs/2310.03270)] **ICLR 2024 (Spotlight)**


- **LoRAPrune: Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning**
- **Object-Aware Inversion and Reassembly for Image Editing**

**Mingyang Zhang**, Hao Chen, Chunhua Shen, Zhen Yang, Linlin Ou, Xinyi Yu, Bohan Zhuang
**Zhen Yang**, Ganggui Ding, Wen Wang, Hao Chen\#, Bohan Zhuang\#, Chunhua Shen

[[Paper](https://arxiv.org/abs/2305.18403v3)]
[[Paper](https://arxiv.org/abs/2310.12149)][[Project](https://github.com/aim-uofa/OIR)] **ICLR 2024**


- **Object-Aware Inversion and Reassembly for Image Editing**
- **T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching**

**Zhen Yang**, Ganggui Ding, Wen Wang, Hao Chen\#, Bohan Zhuang\#, Chunhua Shen
Zizheng Pan, Bohan Zhuang\#, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar

[[Paper](https://openreview.net/forum?id=rnHqwPH4TZ)]



**2023**

- **Efficient Stitchable Task Adaptation**

**Haoyu He**, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang\#

[[Paper](https://arxiv.org/abs/2311.17352)]



- **LoRAPrune: Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning**

**Mingyang Zhang**, Hao Chen, Chunhua Shen, Zhen Yang, Linlin Ou, Xinyi Yu, Bohan Zhuang

[[Paper](https://arxiv.org/abs/2305.18403v3)]

[[Paper](https://arxiv.org/abs/2310.12149)][[Project](https://github.com/aim-uofa/OIR)]


- **SwitchGPT: Adapting Large Language Models for Non-Text Outputs**
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