Intelligent SoftwarE Technology (ISET) Group @ NJU

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Preprints

  1. Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs ;
    Yuchen Fu†, Zifeng Cheng†, Zhiwei Jiang‡, Zhonghui Wang , Yafeng Yin , Zhengliang Li , Qing Gu .
  2. LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models ;
    Zhiyuan Hu†‡, Yuliang Liu†, Jinman Zhao , Suyuchen Wang , Yan Wang , Wei Shen , Qing Gu , Anh Tuan Luu , See-Kiong Ng , Zhiwei Jiang , Bryan Hooi .
  3. A Debiased Nearest Neighbors Framework for Multi-Label Text Classification ;
    Zifeng Cheng , Zhiwei Jiang‡, Yafeng Yin , Zhaoling Chen , Cong Wang , Shiping Ge , Qiguo Huang , Qing Gu .
  4. V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation ;
    Cong Wang†, Kuan Tian†, Jun Zhang‡, Yonghang Guan , Feng Luo , Fei Shen , Zhiwei Jiang‡, Qing Gu , Xiao Han , Wei Yang .
  5. Multi-Prompting Decoder Helps Better Language Understanding ;
    Zifeng Cheng†, Zhaoling Chen†, Zhiwei Jiang‡, Yafeng Yin, Shiping Ge, Yuliang Liu, Qing Gu .
  6. ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code ;
    Xiangru Tang†, Yuliang Liu†, Zefan Cai†, Yanjun Shao†, Junjie Lu , Yichi Zhang , Zexuan Deng , Helan Hu , Kaikai An , Ruijun Huang , Shuzheng Si , Sheng Chen , Haozhe Zhao , Liang Chen , Yan Wang , Tianyu Liu , Zhiwei Jiang , Baobao Chang , Yin Fang , Yujia Qin , Wangchunshu Zhou , Yilun Zhao , Arman Cohan , Mark Gerstein .

Conference

  1. [ICLR - 2025] Ensembling Diffusion Models via Adaptive Feature Aggregation ;
    Cong Wang†, Kuan Tian†, Yonghang Guan , Fei Shen , Zhiwei Jiang‡, Qing Gu , Jun Zhang‡ ;
    International Conference on Learning Representations (ICLR, CAAI-A) , 2025 .
  2. [ICPC - 2025] LLM-BL: Large Language Models are Zero-Shot Rankers for Bug Localization ;
    Zhengliang Li , Zhiwei Jiang‡, Qiguo Huang , Qing Gu ;
    IEEE/ACM International Conference on Program Comprehension (ICPC, CCF-B) , 2025 .
  3. [AAAI - 2025] Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video Captioning ;
    Shiping Ge , Qiang Chen , Zhiwei Jiang‡, Yafeng Yin , Liu Qin , Ziyao Chen , Qing Gu ;
    AAAI Conference on Artificial Intelligence (AAAI, CCF-A) , 2025 .
  4. [NeurIPS - 2024] AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models ;
    Yuchen Fu , Zhiwei Jiang‡, Yuliang Liu , Cong Wang , Zexuan Deng , Zhaoling Chen , Qing Gu ;
    Annual Conference on Neural Information Processing Systems (NeurIPS, CCF-A) , 2024 .
  5. [SIGIR - 2024] Short Video Ordering via Position Decoding and Successor Prediction ;
    Shiping Ge , Qiang Chen , Zhiwei Jiang‡, Yafeng Yin , Ziyao Chen , Qing Gu ;
    International Conference on Research and Development in Information Retrieval (SIGIR, CCF-A) , 2024 .
  6. [MM - 2023] Learning Event-Specific Localization Preferences for Audio-Visual Event Localization ;
    Shiping Ge , Zhiwei Jiang‡, Yafeng Yin , Cong Wang , Zifeng Cheng , Qing Gu ;
    ACM International Conference on Multimedia (MM, CCF-A) , 2023 .
  7. [ACL - 2023] Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ;
    Zhiwei Jiang†‡, Tianyi Gao†, Yafeng Yin , Meng Liu , Hua Yu , Zifeng Cheng , Qing Gu ;
    Annual Meeting of the Association for Computational Linguistics (ACL, CCF-A) , 2023 .
  8. [ACL - 2023] Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring ;
    Cong Wang , Zhiwei Jiang‡, Yafeng Yin , Zifeng Cheng , Shiping Ge , Qing Gu ;
    Annual Meeting of the Association for Computational Linguistics (ACL, CCF-A) , 2023 .
  9. [SIGIR - 2023] Unsupervised Readability Assessment via Learning from Weak Readability Signals ;
    Yuliang Liu , Zhiwei Jiang‡, Yafeng Yin , Cong Wang , Sheng Chen , Zhaoling Chen , Qing Gu ;
    International Conference on Research and Development in Information Retrieval (SIGIR, CCF-A) , 2023 .
  10. [WWW - 2023] Learning Robust Multi-Modal Representation for Multi-Label Emotion Recognition via Adversarial Masking and Perturbation ;
    Shiping Ge , Zhiwei Jiang ‡, Zifeng Cheng , Cong Wang , Yafeng Yin , Qing Gu ;
    The ACM Web Conference (WWW, CCF-A) , 2023 .
  11. [AAAI - 2023] Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning ;
    Cong Wang, Zhiwei Jiang ‡, Yafeng Yin, Zifeng Cheng, Shiping Ge, Qing Gu ;
    AAAI Conference on Artificial Intelligence (AAAI, CCF-A) , 2023 .
  12. [IJCAI - 2021] Modeling General Properties of Nouns by Selectively Averaging Contextualised Embeddings ;
    Na Li‡, Zied Bouraoui , José Camacho-Collados , Luis Espinosa Anke , Qing Gu , Steven Schockaert ;
    International Joint Conference on Artificial Intelligence (IJCAI, CCF-A) , 2021 .
  13. [WWW - 2021] Learning from Graph Propagation via Ordinal Distillation for One-Shot Automated Essay Scoring ;
    Zhiwei Jiang†‡, Meng Liu†, Yafeng Yin , Hua Yu , Zifeng Cheng , Qing Gu ;
    The ACM Web Conference (WWW, CCF-A) , 2021 .
  14. [COLING - 2020] A Symmetric Local Search Network for Emotion-Cause Pair Extraction ;
    Zifeng Cheng , Zhiwei Jiang‡, Yafeng Yin , Hua Yu , Qing Gu ;
    International Conference on Computational Linguistics (COLING, CCF-B) , 2020 .
  15. [COLING - 2018] Enriching Word Embeddings with Domain Knowledge for Readability Assessment ;
    Zhiwei Jiang , Qing Gu‡, Yafeng Yin , and Daoxu Chen ;
    International Conference on Computational Linguistics (COLING, CCF-B) , 2018 .
  16. [EMNLP - 2015] A Graph-based Readability Assessment Method using Word Coupling ;
    Zhiwei Jiang , Gang Sun‡, Qing Gu , Tao Bai , Daoxu Chen ;
    Conference on Empirical Methods in Natural Language Processing (EMNLP, CCF-B) , 2015 .

Journal

  1. [TOMM] Fine-Grained Alignment Network for Zero-Shot Cross-Modal Retrieval ;
    Shiping Ge , Zhiwei Jiang‡, Yafeng Yin , Cong Wang , Zifeng Cheng , Qing Gu ;
    ACM Transactions on Multimedia Computing, Communications and Applications (TOMM, CCF-B) , 2025 .
  2. [TOIS] Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling ;
    Zifeng Cheng , Qingyu Zhou , Zhiwei Jiang‡, Xuemin Zhao , Yunbo Cao , Qing Gu ;
    ACM Transactions on Information Systems (TOIS, CCF-A) , 2023 .
  3. [TOIS] A Consistent Dual-MRC Framework for Emotion-Cause Pair Extraction ;
    Zifeng Cheng , Zhiwei Jiang‡, Yafeng Yin , Cong Wang , Shiping Ge , Qing Gu ;
    ACM Transactions on Information Systems (TOIS, CCF-A) , 2022 .
  4. [TASLP] Learning to Classify Open Intent via Soft Labeling and Manifold Mixup ;
    Zifeng Cheng , Zhiwei Jiang‡, Yafeng Yin , Cong Wang , Qing Gu ;
    IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP, CCF-B) , 2022 .
  5. [TSE] Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect Prediction ;
    Chao Ni , Xin Xia‡, David Lo , Xiang Chen , Qing Gu‡;
    IEEE Transactions on Software Engineering (TSE, CCF-A) , 2022 .
  6. [TASLP] A Unified Target-Oriented Sequence-to-Sequence Model for Emotion-Cause Pair Extraction ;
    Zifeng Cheng , Zhiwei Jiang‡, Yafeng Yin , Na Li , Qing Gu ;
    IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP, CCF-B) , 2021 .
  7. [IST] LaProb: A Label Propagation Based Software Bug Localization Method ;
    Zhengliang Li , Zhiwei Jiang , Xiang Chen‡, Kaibo Cao , Qing Gu‡;
    Information and Software Technology (IST, CCF-B) , 2021 .
  8. [JSEP] Multitask Defect Prediction ;
    Chao Ni , Xiang Chen , Xin Xia , Qing Gu‡, Yingquan Zhao ;
    Journal of Software: Evolution and Process (JSEP, CCF-B) , 2019 .
  9. [JSS] An Empirical Study on Pareto Based Multi-objective Feature Selection for Software Defect Prediction ;
    Chao Ni , Xiang Chen‡, Fangfang Wu , Yuxiang Shen , Qing Gu‡;
    Journal of Systems and Software (JSEP, CCF-B) , 2019 .
  10. [JCST] DP-Share: Privacy-preserving Software Defect Prediction Model Sharing through Differential Privacy ;
    Xiang Chen†, Dun Zhang†, Zhan-Qi Cui , Qing Gu , Xiao-Lin Ju ;
    Journal of Computer Science and Technology (JCST, CCF-B) , 2019 .
  11. [JASIST] GRAW+: A Two-View Graph Propagation Method with Word Coupling for Readability Assessment ;
    Zhiwei Jiang , Qing Gu , Yafeng Yin , Jianxiang Wang , Daoxu Chen ;
    Journal of the Association for Information Science and Technology (JASIST, CCF-B) , 2019 .
  12. [JCST] A Cluster Based Feature Selection Method for Cross-Project Software Defect Prediction ;
    Chao Ni , Wangshu Liu , Xiang Chen , Qing Gu‡, Daoxu Chen , Qiguo Huang ;
    Journal of Computer Science and Technology (JCST, CCF-B) , 2017 .

国 内 一 级 学 报

  1. [软件学报] 基于信息检索的软件缺陷定位方法综述 ;
    李政亮 , 陈翔‡, 蒋智威 , 顾庆‡;
    软件学报 (一级学报) , 2021 .
  2. [软件学报] 基于特征迁移和实例迁移的跨项目缺陷预测方法 ;
    倪超 , 陈翔‡, 刘望舒 , 顾庆‡, 黄启国 , 李娜 ;
    软件学报 (一级学报) , 2019 .
  3. [计算机学报] 跨项目软件缺陷预测方法研究综述 ;
    陈翔 , 王莉萍 , 顾庆 , 王赞 , 倪超 , 刘望舒 , 王秋萍 ;
    计算机学报 (一级学报) , 2018 .
  4. [计算机学报] 一种面向软件缺陷预测的可容忍噪声的特征选择框架 ;
    刘望舒 , 陈翔 , 顾庆‡, 刘树龙 , 陈道蓄 ;
    计算机学报 (一级学报) , 2018 .
  5. [中国科学: 信息科学] 软件缺陷预测中基于聚类分析的特征选择方法 ;
    刘望舒 , 陈翔 , 顾庆‡, 刘树龙 , 陈道蓄 ;
    计算机学报 (一级学报) , 2016 .
  6. [软件学报] 静态软件缺陷预测方法研究 ;
    陈翔‡, 顾庆 , 刘望舒 , 刘树龙 , 倪超 ;
    软件学报 (一级学报) , 2016 .

† denotes equal contribution. ‡ denotes the corresponding author.

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School of Computer Science, Nanjing University
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