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2020 – today
- 2026
[j8]Christos Thrampoulidis, Sadegh Mahdavi, Wenlong Deng:
Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients. Trans. Mach. Learn. Res. 2026 (2026)- [c10]Wenlong Deng, Qi Zeng, Jiaming Zhang, Minghui Chen, Zixin Ding, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li:
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs. ACL (1) 2026: 14581-14600 - [i20]Minghui Chen, Wenlong Deng, James Zou, Han Yu, Xiaoxiao Li:
Textual Equilibrium Propagation for Deep Compound AI Systems. CoRR abs/2601.21064 (2026) - [i19]Beidi Zhao, Wenlong Deng, Xinting Liao, Yushu Li, Nazim Shaikh, Yao Nie, Xiaoxiao Li:
When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs. CoRR abs/2602.00344 (2026) - [i18]Yushu Li, Wenlong Deng, Jiajin Li, Xiaoxiao Li:
Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents. CoRR abs/2603.12634 (2026) - [i17]Wenlong Deng, Jiaji Huang, Kaan Ozkara, Yushu Li, Christos Thrampoulidis, Xiaoxiao Li, Youngsuk Park:
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models. CoRR abs/2605.25189 (2026) - 2025
- [j7]Cong Ye, Ruihang Zhang, Xiao Li, Wenlong Deng, Jianlei Wang, Sujie Shao
:
HGA-DP: Optimal Partitioning of Multimodal DNNs Enabling Real-Time Image Inference for AR-Assisted Communication Maintenance on Cloud-Edge-End Systems. Inf. 16(12): 1091 (2025) - [j6]Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li:
Corrigendum to "LESS: Label-efficient multi-scale learning for cytological whole slide image screening" [Medical Image Analysis 94 (2024): 103109]. Medical Image Anal. 104: 103648 (2025) - [j5]Xingchen Li, Wenlong Deng, Sisindisiwe Nomalanga Ncube, Ruotong Ming, Chaoqun Duan, Yi Qin, Fuqiang Liu, Jun Luo, Huayan Pu:
Multi-Source Joint Adaptive Distribution With Online Transfer Learning for Cross-Domain Fault Diagnosis. IEEE Trans. Reliab. 74(4): 5259-5271 (2025) - [c9]Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li:
Can Textual Gradient Work in Federated Learning? ICLR 2025 - [c8]Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis:
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. ICLR 2025 - [c7]Jiaxi Yang, Wenlong Deng, Benlin Liu, Yangsibo Huang, James Zou, Xiaoxiao Li:
GMValuator: Similarity-based Data Valuation for Generative Models. ICLR 2025 - [c6]Wenlong Deng, Yi Ren, Muchen Li, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis:
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization. NeurIPS 2025 - [i16]Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li:
Can Textual Gradient Work in Federated Learning? CoRR abs/2502.19980 (2025) - [i15]Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Changin Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou:
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs. CoRR abs/2504.00993 (2025) - [i14]Wenlong Deng, Yi Ren, Muchen Li, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis:
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization. CoRR abs/2505.18830 (2025) - [i13]Running Yang, Wenlong Deng, Minghui Chen, Yuyin Zhou, Xiaoxiao Li:
Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation. CoRR abs/2506.00612 (2025) - [i12]Wenlong Deng, Jiaming Zhang, Qi Zeng, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li:
Efficient Forward-Only Data Valuation for Pretrained LLMs and VLMs. CoRR abs/2508.10180 (2025) - [i11]Wenlong Deng, Yi Ren, Yushu Li, Boying Gong, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis:
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning. CoRR abs/2510.03669 (2025) - [i10]Christos Thrampoulidis, Sadegh Mahdavi, Wenlong Deng:
Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients. CoRR abs/2510.23049 (2025) - [i9]Wenlong Deng, Yushu Li, Boying Gong, Yi Ren, Christos Thrampoulidis, Xiaoxiao Li:
On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral. CoRR abs/2512.04220 (2025) - 2024
- [j4]Beidi Zhao, Wenlong Deng, Zi Han (henry) Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li:
LESS: Label-efficient multi-scale learning for cytological whole slide image screening. Medical Image Anal. 94: 103109 (2024) - [c5]Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li:
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning. CVPR 2024: 6087-6097 - [c4]Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li:
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification. MICCAI (10) 2024: 164-174 - [i8]Wenlong Deng, Blair Chen, Xiaoxiao Li, Christos Thrampoulidis:
Content Conditional Debiasing for Fair Text Embedding. CoRR abs/2402.14208 (2024) - [i7]Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li:
Universal Debiased Editing on Foundation Models for Fair Medical Image Classification. CoRR abs/2403.06104 (2024) - [i6]Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis:
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. CoRR abs/2410.09344 (2024) - 2023
- [j3]Fuqiang Liu, Wenlong Deng, Chaoqun Duan, Yi Qin, Jun Luo, Huayan Pu:
Duplex adversarial domain discriminative network for cross-domain partial transfer fault diagnosis. Knowl. Based Syst. 279: 110960 (2023) - [c3]Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li:
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. IPMI 2023: 158-169 - [c2]Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Rex Ying, Xiaoxiao Li:
Community-Aware Transformer for Autism Prediction in fMRI Connectome. MICCAI (8) 2023: 287-297 - [i5]Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li:
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. CoRR abs/2301.01481 (2023) - [i4]Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li:
Clinical-Inspired Cytological Whole Slide Image Screening with Just Slide-Level Labels. CoRR abs/2306.03407 (2023) - [i3]Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Xiaoxiao Li:
Community-Aware Transformer for Autism Prediction in fMRI Connectome. CoRR abs/2307.10181 (2023) - [i2]Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li:
Heterogeneous Federated Learning with Group-Aware Prompt Tuning. CoRR abs/2310.18285 (2023) - 2022
- [i1]Wenlong Deng, Lang Lang, Zhen Liu, Bin Liu:
SML: Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction. CoRR abs/2210.10725 (2022) - 2020
- [c1]Wenlong Deng, Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi:
Joint Human Pose Estimation and Stereo 3D Localization. ICRA 2020: 2324-2330
2010 – 2019
- 2019
- [j2]Rúben Geraldes, Artur Goncalves, Tin Lai, Mathias Villerabel, Wenlong Deng, Ana Salta, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger:
UAV-Based Situational Awareness System Using Deep Learning. IEEE Access 7: 122583-122594 (2019) - [j1]Juan Jose Rubio, Takahiro Kashiwa, Teera Laiteerapong, Wenlong Deng, Kohei Nagai, Sergio Escalera, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger:
Multi-class structural damage segmentation using fully convolutional networks. Comput. Ind. 112 (2019)
Coauthor Index
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