Selected Publications (Google Scholar)
Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce
Jingying Zeng*, Zhenwei Dai*, Hui Liu, Qi He, Xianfeng Tang*
SIGIR industry track, 2025 Paper Link
Cite before you speak: Enhancing context-response grounding in e-commerce conversational llm-agents
Jingying Zeng*, Hui Liu*, Zhenwei Dai*, Xianfeng Tang, Qi He
SIGIR industry track, 2025 Paper Link
Attention Knows Whom to Trust: Attention-based Trust Management for LLM Multi-Agent Systems
Pengfei He, Zhenwei Dai, Xianfeng Tang, Yue Xing, Hui Liu, Shrivats Agrawal, Suhang Wang, Jiliang Tang, Qi He
In submission to NeurIPS 2025 Paper Link
A general framework to enhance fine-tuning-based llm unlearning
Jie Ren, Zhenwei Dai, Xianfeng Tang, Hui Liu, Jingying Zeng, Suhang Wang, Yue Xing, Qi He
ACL 2025 Paper Link
Stepwise perplexity-guided refinement for efficient chain-of-thought reasoning in large language models
Yingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Zhenwei Dai, Xianfeng Tang, Yue Xing, Jiliang Tang, Qi He
ACL 2025 Paper Link
RA-NER: Retrieval augmented NER for knowledge intensive named entity recognition
Zhenwei Dai, Chen Luo, Xianfeng Tang, Hanqing Lu, Rahul Goutam, Haiyang Zhang
ICLR Tiny 2024 Paper Link
ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning
Zhenwei Dai, Vasileios Ioannidis, Soji Adeshina, Zak Jost, Christos Faloutsos, George Karypis
Learning of Graphs 2022 Paper Link
Graph Self-supervised Learning via Proximity Distribution Minimization
Tianyi Zhang, Zhenwei Dai, Zhaozhuo Xu, Anshumali Shrivastava
Uncertainty in Artificial Intelligence 2023 Paper Link
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix
Zhenwei Dai, Aditya Desai, Reinhard Heckel, Anshumali Shrivastava.
In Proceedings of the International Conference on Management of Data. ACM SIGMOD 2021. Paper Link
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web
Zhenwei Dai, Anshumali Shrivastava.
In Proceedings of 34th Conference on Neural Information Processing Systems. NeurIPS 2020. Paper Link
Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients
Zhenwei Dai, Reinhard Heckel.
ICML 2019 Deep Phenomena Workshop. Paper Link