Junbo Zhao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 13

Top Topics

Diffusion Model

Active Learning Framework

Web Data Mining

Top Venues

Proc. VLDB Endow.

Publications

Ru Peng, Heming Zou, Haobo Wang, Yawen Zeng, Zenan Huang, Junbo Zhao
Energy-based Automated Model Evaluation. ICLR (2024)
Qi Zhang, Yiming Zhang, Haobo Wang, Junbo Zhao
RECOST: External Knowledge Guided Data-efficient Instruction Tuning. CoRR (2024)
Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao
Towards Cross-Table Masked Pretraining for Web Data Mining. WWW (2024)
Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang
A Separation and Alignment Framework for Black-Box Domain Adaptation. AAAI (2024)
Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao
Data Contamination Calibration for Black-box LLMs. CoRR (2024)
Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang
Learning Geometry-Aware Representations for New Intent Discovery. ACL (1) (2024)
Jiameng Bai, Sai Wu, Jie Song, Junbo Zhao, Gang Chen
Pre-Trained Model Recommendation for Downstream Fine-tuning. CoRR (2024)
Jiachen Ma, Anda Cao, Zhiqing Xiao, Jie Zhang, Chao Ye, Junbo Zhao
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models. CoRR (2024)
Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao
Data Contamination Calibration for Black-box LLMs. ACL (Findings) (2024)
Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. CoRR (2024)
Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao
PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. CoRR (2024)
Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Meng Shi, Gang Chen, Feifei Li
SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments. Proc. VLDB Endow. 17 (3) (2023)