Fei Yang - Full Publication List

2026

OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning

Sheng Chen, Zhe Tang, Weixing Zhang, Fei Yang, Yuanyuan Wang, Tianlin Li, Yang Liu

ACL26 CCF A Corresponding

AutoHAAP: Automated Heterogeneity-Aware Asymmetric Partitioning for LLM Training

Yuanyuan Wang, Nana Tang, Yuyang Wang, Shu Pan, Dingding Yu,Zeyue Wang,Mou Sun, Kejie Fu, Fangyu Wang, Yunchuan Chen, Ning Sun, Fei Yang

HPCA26 CCF A Corresponding

LaRA: Layer-wise Rank Allocation for Efficient Fine-tuning of Pruned Large Language Models

Yuhua Zhou, Changhai Zhou, Shiyang Zhang, Fei Yang, Yi Zhang, Aimin Pan

IPM26 CCF A Corresponding

Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search

Xun Huang, Simeng Qin, Xiaoshuang Jia, Ranjie Duan, Huanqian Yan, Zhitao Zeng, Fei Yang, Yang Liu, Xiaojun Jia

ICLR26 CCF A

Zip Your Data: Length-Adaptive Visual Token Optimization for Efficient Multi-Modal Training

Ning Sun, Fangwen Wu, Yi Zhang, Si Chen, Xiuting Tao, Fei Yang

ICASSP26 CCF B Corresponding

HOC: Hierarchical Overlapped Communication Optimization for Parallelism in Distributed Training

Zeyue Wang, Yuanyuan Wang, Shu Pan, Yuyang Wang, Nana Tang, Fei Yang

ISCAS26 CCF B Corresponding

HVM: A HV-Attention Based Multi-Modal Framework for Mathematical Expression Recognition

Linnan Jiang, Fei Yang, Jiaojiao Ye, Weixing Zhang

ICIC 2026 CCF C Corresponding

Deputy: Accelerating Large Language Model Inference with Dynamic Low-Rank Substitution

Yuhua Zhou, Shichao Weng, Changhai Zhou, Yuhan Wu, Qian Qiao, Jun Gao, Fei Yang, Aimin Pan

ACL Findings 26 Corresponding

2025

Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies

Luping Wang, Sheng Chen, Linnan Jiang, Shu Pan, Runze Cai, Sen Yang, Fei Yang

Artificial Intelligence Review 中科院一区 Corresponding

BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing

Yuhua Zhou, Ruifeng Li, Changhai Zhou, Fei Yang, Aimin Pan

ICML25 CCF A Corresponding

Towards Global Reaction Feasibility and Robustness Prediction with High Throughput Data and Bayesian Deep Learning

Xiaoxue Wang, Haowen Zhong, Yilan Liu, Haibin Sun, Yuru Liu, Rentao Zhang, Baochen Li, Yi Yang, Yuqing Huang, Fei Yang, Frankie Mak, Klement Foo, Sen Lin, Tianshu Yu, and Peng Wang

Nature Communications 中科院一区

Deep Face Leakage: Inverting High-quality Faces from Gradients Using Residual Optimization

Xu Zhang, Tao Xiang, Shangwei Guo, Fei Yang, Tianwei Zhang.

TiP 中科院一区

On the performance and memory footprint of distributed training: An empirical study on transformers

Zhengxian Lu, Fangyu Wang, Zhiwei Xu , Fei Yang, Tao Li.

Software:Practice and Experience. CCF B Corresponding

ADFQ-ViT: Activation-Distribution-Friendly post-training Quantization for Vision Transformers

Yanfeng Jiang, Ning Sun, Xueshuo Xie, Fei Yang, Tao Li.

Neural Networks 中科院二区 Corresponding

Environment Independent Device-Free Gait Recognition Using Channel State Information

Sheng Chen, Bangzhou Xin, Fei Yang and Aimin Pan

ISPA25 CCF C Corresponding

A Pipeline Method of DSL Code Generation in Low-code Platforms

Xin Cui, Linnan Jiang, Weixing Zhang, Aimin Pan, Fei Yang

ICIC25 CCF C Corresponding

2024

Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey

Fei Yang, Xu Zhang, Shangwei Guo, Daiyuan Chen, Tianwei Zhang, Yan Gan, Tao Xiang, Yang Liu.

Artificial Intelligence Review 中科院一区 First Author

Cpt: A pre-trained unbalanced transformer for both chinese language understanding and generation

Yunfan Shao, Zhichao Geng, Yitao Liu, Junqi Dai, Fei Yang, Li Zhe, Hujun Bao, Xipeng Qiu

Science China-Information Science CCF A

Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment

Fei Yang, Shuang Peng, Ning Sun, Fangyu Wang, Yuanyuan Wang, Fu Wu, Jiezhong Qiu, Aimn Pan

ICPP24 CCF B First Author

Wi-Fi based Gait Recognition using Spectrogram and Phase

Sheng Chen, Fei Yang, Aimin Pan, Zhewei Mei.

ICME24 CCF B Corresponding

FlattenQuant: Breaking Through the Inference Compute-bound for Large Language Models with Per-tensor Quantization

Yi Zhang, Fei Yang, Shuang Peng, Fangyu Wang, Aimin Pan.

LREC-Coling24 CCF B Corresponding

MEFold: Memory-Efficient Optimization for Protein Language Models via Chunk and Quantization

Yanfeng Jiang, Ning Sun, Zhengxian Lu, Shuang Peng, Yi Zhang, Fei Yang, Tao Li.

IJCNN24 CCF C Corresponding

Quantitative evaluation of deep learning frameworks in heterogeneous computing environment

Zhengxian Lu, Chengkun Du, Yanfeng Jiang, Xueshuo Xie, Tao Li, Fei Yang

CCF THPC CCF C

2023

Learning from biased crowdsourced labeling with deep clustering

Ming Wu, Qianmu Li, Fei Yang, Jing Zhang, Victor S Sheng, Jun Hou

Expert Systems with Applications 中科院一区

Where to go next for recommender systems? id-vs. modality-based recommender models revisited

Zheng Yuan, Fajie Yuan, Yu Song, Youhua Li, Junchen Fu, Fei Yang, Yunzhu Pan, Yongxin Ni.

SigIR CCF A

Exploring Post-Training Quantization of Protein Language Models

Shuang Peng, Fei Yang, Ning Sun, Sheng Chen, Yanfeng Jiang, Aimin Pan.

BIBM23 CCF B Corresponding

Can App Reviews Help Developers to Improve Mobile User Interface Design?

Wenge Le, Yong Wang, Cuiyun Gao, Liangfen Wei, Fei Yang

Journal of Internet Technology 中科院四区

2022

An effective coaxiality measurement for twist drill based on line structured light sensor

Ailing Cheng, Jiaojiao Ye, Fei Yang, Shufang Lu, Fei Gao.

IEEE Transactions on Instrumentation and Measurement 中科院一区

Exploring evolution-aware &-free protein language models as protein function predictors

Mingyang Hu, Fajie Yuan, Kevin Yang, Fusong Ju, Jin Su, Hui Wang, Fei Yang, Qiuyang Ding.

NIPS CCF A

Learning unbiased transferability for domain adaptation by uncertainty modeling

Jian Hu, Haowen Zhong, Fei Yang, Shaogang Gong, Guile Wu, Junchi Yan

ECCV22 CCF B

Arobert: An asr robust pre-trained language model for spoken language understanding

Chengyu Wang, Suyang Dai, Yipeng Wang, Fei Yang, Minghui Qiu, Kehan Chen, Wei Zhou, Jun Huang

TASLP CCF B

Complementary characteristics fusion network for weakly supervised salient object detection

Yan Liu, Yunzhou Zhang, Zhenyu Wang, Fei Yang, Cao Qin, Feng Qiu, Sonya Coleman, Dermot Kerr

Image and Vision Computing. 中科院三区

Emerging topic identification from app reviews via adaptive online biterm topic modeling

Wan Zhou, Yong Wang, Cuiyun Gao, Fei Yang

Frontiers of Information Technology & Electronic Engineering 中科院三区

Measuring programming ability for novice programmers

Xue Wang, Yong Wang, Fei Yang, Wenge Le, Shouhang Wang

Journal of Internet Technology 中科院四区

Towards Unified Prompt Tuning for Few-shot Text Classification

Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao

EMNLP22

2021

Meta Distant Transfer Learning for Pre-trained Language Models

Chengyu Wang, Haojie Pan, Minghui Qiu, Jun Huang, Fei Yang, Yin Zhang.

EMNLP21 CCF B

The pi-Calculus is Behaviourally Complete and Orbit-Finitely Executable

Bas Luttik, Fei Yang

LMCS CCF C First Author

A survey on tackling software configuration faults

Wenge Le, Yong Wang, Fei Yang, Xue Wang, Shouhang Wang

ISSSR

OneFlow: Redesign the Distributed Deep Learning Framework from Scratch

Jinhui Yuan, Xinqi Li, Cheng Cheng, Juncheng Liu, Ran Guo, Shenghang Cai, Chi Yao, Fei Yang, Xiaodong Yi, Chuan Wu, Haoran Zhang, Jie Zhao

arxiv

2017

Sequential Composition in the Presence of Intermediate Termination

Jos Baeten, Bas Luttik, Fei Yang

Express/SoS17 First Author

2016

On the Executability of Interactive Computation

Bas Luttik, Fei Yang

CiE16 First Author

2015

Bidirectional transformation on ordered graphs

Fei Yang, Soichiro Hidaka

GRACE Center TR First Author

A polynomial time algorithm for checking regularity of totally normed process algebra

Fei Yang, Hao Huang

JSJTU First Author

Executability behaviour and the pi-calculus

Bas Luttik, Fei Yang

ICE15 First Author

2013

An interpretation of Erlang into value-passing Calculus

Hao Huang, Fei Yang

Journal of Networks 中科院三区