Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure. - Jin Chen 008; Tiezheng Ge; Gangwei Jiang; Zhiqiang Zhang 011; Defu Lian; Kai Zheng 001 (AAAI, 2021)

xLightFM: Extremely Memory-Efficient Factorization Machine. - Gangwei Jiang; Hao Wang 076; Jin Chen 008; Haoyu Wang 004; Defu Lian; Enhong Chen (SIGIR, 2021)

Automated Creative Optimization for E-Commerce Advertising. - Jin Chen 008; Ju Xu; Gangwei Jiang; Tiezheng Ge; Zhiqiang Zhang 011; Defu Lian; Kai Zheng 001 (WWW, 2021)

Self-Supervised Text Erasing with Controllable Image Synthesis. - Gangwei Jiang; Shiyao Wang 001; Tiezheng Ge; Yuning Jiang 001; Ying Wei 001; Defu Lian (ACM Multimedia, 2022)

Continual Learning in Predictive Autoscaling. - Hongyan Hao; Zhixuan Chu; Shiyi Zhu; Gangwei Jiang; Yan Wang 002; Caigao Jiang; James Y. Zhang; Wei Jiang; Siqiao Xue; Jun Zhou 011 (CIKM, 2023)

Deep Task-specific Bottom Representation Network for Multi-Task Recommendation. - Qi Liu 003; Zhilong Zhou; Gangwei Jiang; Tiezheng Ge; Defu Lian (CIKM, 2023)

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts. - Gangwei Jiang; Caigao Jiang; Siqiao Xue; James Zhang; Jun Zhou 011; Defu Lian; Ying Wei 001 (EMNLP (Findings), 2023)

Prompt-augmented Temporal Point Process for Streaming Event Sequence. - Siqiao Xue; Yan Wang 002; Zhixuan Chu; Xiaoming Shi 001; Caigao Jiang; Hongyan Hao; Gangwei Jiang; Xiaoyun Feng; James Zhang; Jun Zhou 011 (NeurIPS, 2023)

Continual Learning in Predictive Autoscaling. - Hongyan Hao; Zhixuan Chu; Shiyi Zhu; Gangwei Jiang; Yan Wang 002; Caigao Jiang; James Zhang; Wei Jiang; Siqiao Xue; Jun Zhou 011 (CoRR, 2023)

When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities. - Jin Chen 008; Zheng Liu 011; Xu Huang 008; Chenwang Wu; Qi Liu 003; Gangwei Jiang; Yuanhao Pu; Yuxuan Lei; Xiaolong Chen; Xingmei Wang 001; Defu Lian; Enhong Chen (CoRR, 2023)

Prompt-augmented Temporal Point Process for Streaming Event Sequence. - Siqiao Xue; Yan Wang 002; Zhixuan Chu; Xiaoming Shi 001; Caigao Jiang; Hongyan Hao; Gangwei Jiang; Xiaoyun Feng; James Y. Zhang; Jun Zhou 011 (CoRR, 2023)

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt. - Gangwei Jiang; Caigao Jiang; Siqiao Xue; James Y. Zhang; Jun Zhou 011; Defu Lian; Ying Wei 001 (CoRR, 2023)

On the Opportunities of Green Computing: A Survey. - You Zhou; Xiujing Lin; Xiang Zhang 001; Maolin Wang 001; Gangwei Jiang; Huakang Lu; Yupeng Wu; Kai Zhang 038; Zhe Yang; Kehang Wang; Yongduo Sui; Fengwei Jia; et al. (CoRR, 2023)

Understanding and Patching Compositional Reasoning in LLMs. - Zhaoyi Li; Gangwei Jiang; Hong Xie 004; Linqi Song; Defu Lian; Ying Wei 001 (ACL (Findings), 2024)

Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning. - Chenyuan Wu; Gangwei Jiang; Defu Lian (ACL (Findings), 2024)

DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models. - Fan Zhou 012; Siqiao Xue; Danrui Qi; Wenhui Shi; Wang Zhao 005; Ganglin Wei; Hongyang Zhang; Caigai Jiang; Gangwei Jiang; Zhixuan Chu; Faqiang Chen (CoRR, 2024)

Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning via Instruction Vector. - Gangwei Jiang; Caigao Jiang; Zhaoyi Li; Siqiao Xue; Jun Zhou 011; Linqi Song; Defu Lian; Ying Wei 001 (CoRR, 2024)

When large language models meet personalization: perspectives of challenges and opportunities. - Jin Chen 008; Zheng Liu 011; Xu Huang 008; Chenwang Wu; Qi Liu 003; Gangwei Jiang; Yuanhao Pu; Yuxuan Lei; Xiaolong Chen; Xingmei Wang 001; Kai Zheng 001; Defu Lian; et al. (World Wide Web (WWW), 2024)

Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning. - Gangwei Jiang; Caigao Jiang; Zhaoyi Li; Siqiao Xue; Jun Zhou 011; Linqi Song; Defu Lian; Ying Wei 001 (ICLR, 2025)

General Time-series Model for Universal Knowledge Representation of Multivariate Time-Series data. - Cheng He; Xu Huang 008; Gangwei Jiang; Zhaoyi Li; Defu Lian; Hong Xie 004; Enhong Chen; Xijie Liang; Zengrong Zheng (CoRR, 2025)

Learning to Substitute Components for Compositional Generalization. - Zhaoyi Li; Gangwei Jiang; Chenwang Wu; Ying Wei 001; Defu Lian; Enhong Chen (CoRR, 2025)

What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning. - Gangwei Jiang; Yahui Liu; Zhaoyi Li; Qi Wang; Fuzheng Zhang; Linqi Song; Ying Wei 001; Defu Lian (CoRR, 2025)