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Renjie Pi
Renjie Pi
Verified email at connect.ust.hk - Homepage
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Cited by
Year
Bridging the gap between sample-based and one-shot neural architecture search with bonas
H Shi*, R Pi*, H Xu, Z Li, J Kwok, T Zhang
Advances in Neural Information Processing Systems 33, 1808-1819, 2020
154*2020
DetGPT: Detect What You Need via Reasoning
R Pi, J Gao, S Diao, R Pan, H Dong, J Zhang, L Yao, J Han, H Xu, ...
EMNLP 2023, 2023
55*2023
Model agnostic sample reweighting for out-of-distribution learning
X Zhou, Y Lin, R Pi, W Zhang, R Xu, P Cui, T Zhang
International Conference on Machine Learning, 27203-27221, 2022
532022
Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning
J Gao*, R Pi*, LIN Yong, H Xu, J Ye, Z Wu, W ZHANG, X Liang, Z Li, ...
The Eleventh International Conference on Learning Representations, 2022
46*2022
Joint-detnas: Upgrade your detector with nas, pruning and dynamic distillation
L Yao*, R Pi*, H Xu, W Zhang, Z Li, T Zhang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
352021
G-DetKD: towards general distillation framework for object detectors via contrastive and semantic-guided feature imitation
L Yao*, R Pi*, H Xu, W Zhang, Z Li, T Zhang
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
33*2021
Speciality vs generality: An empirical study on catastrophic forgetting in fine-tuning foundation models
Y Lin, L Tan, H Lin, Z Zheng, R Pi, J Zhang, S Diao, H Wang, H Zhao, ...
arXiv preprint arXiv:2309.06256, 2023
30*2023
Probabilistic bilevel coreset selection
X Zhou*, R Pi*, W Zhang, Y Lin, Z Chen, T Zhang
International Conference on Machine Learning, 27287-27302, 2022
192022
A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond
LIN Yong*, R Pi*, W Zhang, X Xia, J Gao, X Zhou, T Liu, B Han
The Eleventh International Conference on Learning Representations, 2022
18*2022
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
J Gao*, R Pi*, J Zhang, J Ye, W Zhong, Y Wang, L Hong, J Han, H Xu, Z Li, ...
arXiv preprint arXiv:2312.11370, 2023
17*2023
MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance
R Pi, T Han, Y Xie, R Pan, Q Lian, H Dong, J Zhang, T Zhang
arXiv preprint arXiv:2401.02906, 2024
122024
Dynafed: Tackling client data heterogeneity with global dynamics
R Pi, W Zhang, Y Xie, J Gao, X Wang, S Kim, Q Chen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
122023
Perceptiongpt: Effectively fusing visual perception into llm
R Pi, L Yao, J Gao, J Zhang, T Zhang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
102023
Optimizing server-side aggregation for robust federated learning via subspace training
Y Xie, W Zhang, R Pi, F Wu, Q Chen, X Xie, S Kim
arXiv preprint arXiv:2211.05554, 2022
6*2022
GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis
Y Xie, M Fang, R Pi, N Gong
ACL 2024, 2024
5*2024
Plum: Prompt learning using metaheuristic
R Pan, S Xing, S Diao, X Liu, K Shum, J Zhang, R Pi, T Zhang
arXiv preprint arXiv:2311.08364, 2023
42023
Measure the predictive heterogeneity
J Liu, J Wu, R Pi, R Xu, X Zhang, B Li, P Cui
The Eleventh International Conference on Learning Representations, 2022
42022
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
R Pan, X Liu, S Diao, R Pi, J Zhang, C Han, T Zhang
arXiv preprint arXiv:2403.17919, 2024
3*2024
Strengthening multimodal large language model with bootstrapped preference optimization
R Pi, T Han, W Xiong, J Zhang, R Liu, R Pan, T Zhang
arXiv preprint arXiv:2403.08730, 2024
32024
The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs
T Han, Q Lian, R Pan, R Pi, J Zhang, S Diao, Y Lin, T Zhang
arXiv preprint arXiv:2402.03757, 2024
22024
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