Siqi Luo

PhD student, Shanghai Jiaotong University

Joined

November 2022

Names

Siqi Luo (Preferred)

Emails

****@smail.nju.edu.cn (Confirmed)

****@sjtu.edu.cn (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2024 – 2028

MS student

Nanjing University (nju.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Xiaohong Liu

2024 – 2028

Master Adviser

Chongjun Wang

2021 – 2024

Expertise

PETL

2023 – 2024

AI for Health

2023 – 2024

image generation and editing

2022 – 2024

Publications

MLLM-Pruner: Efficient Activation-aware Pruning for Multimodal LLMs
Yunan Ding, Yan Tai, Siqi Luo, Xiaohong Liu, Guodong Guo, Bo Yang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
Xiaohui Li, Shaobin Zhuang, Shuo Cao, Yang Yang, Yuandong Pu, Qi Qin, Siqi Luo, Bin Fu, Yihao Liu
- ICLR 2026 Poster
- Readers: Everyone
DIVA: Discrete Diffusion Vision-Language-Action Models for Parallelized Action Generation
Xiufeng Song, Yiran Qin, Yan Tai, Li Kang, Heng Zhou, Siqi Luo, Jiwen Yu, Ling Yang, Philip Torr, LEI BAI, Ruimao Zhang, Xiaohong Liu, Zhenfei Yin
- Submitted to ICLR 2026
- Readers: Everyone
AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
Guangyang Wu, Huayu Zheng, Siqi Luo, Guangtao Zhai, Xiaohong Liu
- NeurIPS 2025 poster
- Readers: Everyone
$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
Zhongwei Wan, Xinjian Wu, Yu Zhang, Yi Xin, Chaofan Tao, Zhihong Zhu, Xin Wang, Siqi Luo, Jing Xiong, Longyue Wang, Mi Zhang
- ICLR 2025 Poster
- Readers: Everyone
Exploring the Design Space of Autoregressive Models for Efficient and Scalable Image Generation
Yi Xin, Le Zhuo, Qin Qi, Binglei Li, Xu Guo, Siqi Luo, Chang Xu, Xiaohong Liu, Peng Gao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
Yi Xin, Siqi Luo, Xuyang Liu, Yuntao Du., Haodi Zhou, Xinyu Cheng, Christina Luoluo Lee, Junlong Du, Haozhe Wang, MingCai Chen, Ting Liu, Guimin Hu, Zhongwei Wan, Rongchao Zhang, Aoxue Li, Mingyang Yi, Xiaohong Liu
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Multi-source Fully Test-Time Adaptation
Yuntao Du., Siqi Luo, Yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang
- PML4LRS Poster
- Readers: Everyone

Co-Authors

View all 58 co-authors