Wenlong Deng - RankMe

35 papers A* 5Journal 27Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients. Trans. Mach. Learn. Res. Christos Thrampoulidis, Sadegh Mahdavi, Wenlong Deng
2026	J	`jnl`	Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents. CoRR Yushu Li, Wenlong Deng, Jiajin Li, Xiaoxiao Li
2026	J	`jnl`	Textual Equilibrium Propagation for Deep Compound AI Systems. CoRR Minghui Chen, Wenlong Deng, James Zou, Han Yu, Xiaoxiao Li
2026	J	`jnl`	When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs. CoRR Beidi Zhao, Wenlong Deng, Xinting Liao, Yushu Li, Nazim Shaikh, Yao Nie, Xiaoxiao Li
2025	J	`jnl`	Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients. CoRR Christos Thrampoulidis, Sadegh Mahdavi, Wenlong Deng
2025	A*	`conf`	Can Textual Gradient Work in Federated Learning? ICLR Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li
2025	J	`jnl`	Can Textual Gradient Work in Federated Learning? CoRR Minghui Chen, Ruinan Jin, Wenlong Deng, Yuanyuan Chen, Zhi Huang, Han Yu, Xiaoxiao Li
2025	J	`jnl`	Corrigendum to "LESS: Label-efficient multi-scale learning for cytological whole slide image screening" [Medical Image Analysis 94 (2024): 103109]. Medical Image Anal. Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
2025	A*	`conf`	DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. ICLR Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis
2025	J	`jnl`	Efficient Forward-Only Data Valuation for Pretrained LLMs and VLMs. CoRR Wenlong Deng, Jiaming Zhang, Qi Zeng, Christos Thrampoulidis, Boying Gong, Xiaoxiao Li
2025	J	`jnl`	Enhancing Clinical Multiple-Choice Questions Benchmarks with Knowledge Graph Guided Distractor Generation. CoRR Running Yang, Wenlong Deng, Minghui Chen, Yuyin Zhou, Xiaoxiao Li
2025	A*	`conf`	GMValuator: Similarity-based Data Valuation for Generative Models. ICLR Jiaxi Yang, Wenlong Deng, Benlin Liu, Yangsibo Huang, James Zou, Xiaoxiao Li
2025	J	`jnl`	HGA-DP: Optimal Partitioning of Multimodal DNNs Enabling Real-Time Image Inference for AR-Assisted Communication Maintenance on Cloud-Edge-End Systems. Inf. Cong Ye, Ruihang Zhang, Xiao Li, Wenlong Deng, Jianlei Wang, Sujie Shao
2025	J	`jnl`	MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs. CoRR 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
2025	J	`jnl`	Multi-Source Joint Adaptive Distribution With Online Transfer Learning for Cross-Domain Fault Diagnosis. IEEE Trans. Reliab. Xingchen Li, Wenlong Deng, Sisindisiwe Nomalanga Ncube, Ruotong Ming, Chaoqun Duan, Yi Qin, Fuqiang Liu, Jun Luo, Huayan Pu
2025	J	`jnl`	On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral. CoRR Wenlong Deng, Yushu Li, Boying Gong, Yi Ren, Christos Thrampoulidis, Xiaoxiao Li
2025	J	`jnl`	On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization. CoRR Wenlong Deng, Yi Ren, Muchen Li, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis
2025	J	`jnl`	Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning. CoRR Wenlong Deng, Yi Ren, Yushu Li, Boying Gong, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis
2024	J	`jnl`	Content Conditional Debiasing for Fair Text Embedding. CoRR Wenlong Deng, Blair Chen, Xiaoxiao Li, Christos Thrampoulidis
2024	J	`jnl`	DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models. CoRR Wenlong Deng, Yize Zhao, Vala Vakilian, Minghui Chen, Xiaoxiao Li, Christos Thrampoulidis
2024	—	`conf`	Debiased Noise Editing on Foundation Models for Fair Medical Image Classification. MICCAI (10) Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li
2024	J	`jnl`	LESS: Label-efficient multi-scale learning for cytological whole slide image screening. Medical Image Anal. Beidi Zhao, Wenlong Deng, Zi Han (henry) Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
2024	J	`jnl`	Universal Debiased Editing on Foundation Models for Fair Medical Image Classification. CoRR Ruinan Jin, Wenlong Deng, Minghui Chen, Xiaoxiao Li
2024	A*	`conf`	Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning. CVPR Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li
2023	J	`jnl`	Clinical-Inspired Cytological Whole Slide Image Screening with Just Slide-Level Labels. CoRR Beidi Zhao, Wenlong Deng, Zi Han Li, Chen Zhou, Zuhua Gao, Gang Wang, Xiaoxiao Li
2023	—	`conf`	Community-Aware Transformer for Autism Prediction in fMRI Connectome. MICCAI (8) Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Rex Ying, Xiaoxiao Li
2023	J	`jnl`	Community-Aware Transformer for Autism Prediction in fMRI Connectome. CoRR Anushree Bannadabhavi, Soojin Lee, Wenlong Deng, Xiaoxiao Li
2023	J	`jnl`	Duplex adversarial domain discriminative network for cross-domain partial transfer fault diagnosis. Knowl. Based Syst. Fuqiang Liu, Wenlong Deng, Chaoqun Duan, Yi Qin, Jun Luo, Huayan Pu
2023	J	`jnl`	Heterogeneous Federated Learning with Group-Aware Prompt Tuning. CoRR Wenlong Deng, Christos Thrampoulidis, Xiaoxiao Li
2023	—	`conf`	On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. IPMI Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
2023	J	`jnl`	On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations. CoRR Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
2022	J	`jnl`	SML: Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction. CoRR Wenlong Deng, Lang Lang, Zhen Liu, Bin Liu
2020	A*	`conf`	Joint Human Pose Estimation and Stereo 3D Localization. ICRA Wenlong Deng, Lorenzo Bertoni, Sven Kreiss, Alexandre Alahi
2019	J	`jnl`	Multi-class structural damage segmentation using fully convolutional networks. Comput. Ind. Juan Jose Rubio, Takahiro Kashiwa, Teera Laiteerapong, Wenlong Deng, Kohei Nagai, Sergio Escalera, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger
2019	J	`jnl`	UAV-Based Situational Awareness System Using Deep Learning. IEEE Access Rúben Geraldes, Artur Goncalves, Tin Lai, Mathias Villerabel, Wenlong Deng, Ana Salta, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger