| 2026 | ACL | Context Attribution with Multi-Armed Bandit Optimization. | Deng Pan, Keerthiram Murugesan, Ting Hua, Nuno Moniz, Nitesh V. Chawla |
| 2025 | HCI | Cognitive Simplification in Scenic Design: Examining Background Complexity and Perceptual Load Adjustment in Tibetan Mani Stone Landscapes. | Xiaoyu Ren, Zhijun Peng, Han Sun, Yibo Zhang, Deng Pan, Hong Zhao, Yirun Wang |
| 2025 | IJCAI | Leveraging Artificial Intelligence to Bridge Gaps in Pediatric Oncology Care for Marginalized Spanish-Speaking Communities. | Grigorii Khvatskii, Anglica Garca-Martnez, Deng Pan, Matthew Belcher, Gernimo Medrano Loera, Dayana Pineda Prez, Juan Emmanuel Ferrari Muoz-Ledo, Horacio Mrquez-Gonzlez, Nuno Moniz, Nitesh V. Chawla |
| 2025 | IJCAI | Fast Explanations via Policy Gradient-Optimized Explainer. | Deng Pan, Nuno Moniz, Nitesh V. Chawla |
| 2024 | INDIN | Iterative Scenario Searching with PSO: Improving Simulation Efficiency for Autonomous Vehicle Testing. | Yuqi Huang, Xiaoji Zhou, Deng Pan, Qiang Zhang, Jian Zhang, Yufei Chen, Chengjin Xiao |
| 2023 | AAAI | Learning Compact Features via In-Training Representation Alignment. | Xin Li, Xiangrui Li, Deng Pan, Yao Qiang, Dongxiao Zhu |
| 2023 | GLOBECOM | SAM: Maximizing Service Function Chain Availability in Cloud Data Centers. | Sterling Abrahams, Bin Tang, Deng Pan |
| 2023 | IJCAI | Negative Flux Aggregation to Estimate Feature Attributions. | Xin Li, Deng Pan, Chengyin Li, Yao Qiang, Dongxiao Zhu |
| 2022 | ICCCN | Achieving High End-to-End Availability in VNF Networks. | Enrique Rodicio, Deng Pan, Jason Liu, Bin Tang |
| 2021 | AAAI | Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints. | Xin Li, Xiangrui Li, Deng Pan, Dongxiao Zhu |
| 2021 | IJCAI | Explaining Deep Neural Network Models with Adversarial Gradient Integration. | Deng Pan, Xin Li, Dongxiao Zhu |
| 2020 | AAAI | On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks. | Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu |
| 2020 | IJCAI | Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability. | Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu |
| 2017 | INFOCOM | Traffic aware placement of interdependent NFV middleboxes. | Wenrui Ma, Oscar Sandoval, Jonathan Beltran, Deng Pan, Niki Pissinou |
| 2015 | GLOBECOM | Traffic-Aware Placement of NFV Middleboxes. | Wenrui Ma, Carlos Medina, Deng Pan |
| 2014 | MASS | Emulation Performance Study of Traffic-Aware Policy Enforcement in Software Defined Networks. | Isaac Vawter, Deng Pan, Wenrui Ma |
| 2014 | WSC | A simulation and emulation study of SDN-based multipath routing for fat-tree data center networks. | Eric Jo, Deng Pan, Jason Liu, Linda Butler |
| 2012 | GLOBECOM | Depth-First Worst-Fit Search based multipath routing for data center networks. | Tosmate Cheocherngngarn, Hao Jin, Jean Andrian, Deng Pan, Jason Liu |
| 2012 | GLOBECOM | Efficient VM placement with multiple deterministic and stochastic resources in data centers. | Hao Jin, Deng Pan, Jing Xu, Niki Pissinou |
| 2011 | GLOBECOM | Queue-Length Proportional and Max-Min Fair Bandwidth Allocation for Best Effort Flows. | Tosmate Cheocherngngarn, Jean Andrian, Zhenyu Yang, Deng Pan |
| 2011 | GLOBECOM | Parallel Packet Switch without Segmentation-and-Reassembly. | Hao Jin, Deng Pan, Niki Pissinou |
| 2011 | INFOCOM | OpenFlow based flow level bandwidth provisioning for CICQ switches. | Hao Jin, Deng Pan, Jason Liu, Niki Pissinou |
| 2011 | ISM | Popularity Awareness in Temporal-DHT for P2P-based Media Streaming Applications. | Abhishek Bhattacharya, Zhenyu Yang, Deng Pan |
| 2010 | GLOBECOM | Multi-Source Latency Variation Synchronization for Collaborative Applications. | Abhishek Bhattacharya, Zhenyu Yang, Deng Pan |
| 2010 | GLOBECOM | Achieving Flow Level Constant Performance Guarantees for CICQ Switches without Speedup. | Hao Jin, Deng Pan, Niki Pissinou, Kia Makki |
| 2010 | GLOBECOM | Reducing Crosspoint Buffers for Performance Guaranteed Asynchronous Crossbar Scheduling. | Masoumeh Karimi, Zhuo Sun, Deng Pan, Zhenyu Yang |
| 2010 | GLOBECOM | Buffered Crossbar Based Parallel Packet Switch. | Zhuo Sun, Masoumeh Karimi, Deng Pan, Zhenyu Yang, Niki Pissinou |
| 2010 | Qshine | MERIT: P2P Media Streaming with High Content Diversity and Low Delay. | Shiyun Zhang, Abhishek Bhattacharya, Deng Pan, Zhenyu Yang |
| 2009 | GLOBECOM | Packet-Mode Asynchronous Scheduling Algorithm for Partially Buffered Crossbar Switches. | Masoumeh Karimi, Zhuo Sun, Deng Pan, Zesheng Chen |
| 2009 | GLOBECOM | Fair Queueing Based Packet Scheduling for Buffered Crossbar Switches. | Deng Pan, Kia Makki, Niki Pissinou |
| 2009 | Qshine | COCONET: Co-operative Cache Driven Overlay NETwork for p2p Vod Streaming. | Abhishek Bhattacharya, Zhenyu Yang, Deng Pan |
| 2009 | Qshine | Providing Performance Guarantees for Buffered Crossbar Switches without Speedup. | Deng Pan, Zhenyu Yang, Kia Makki, Niki Pissinou |
| 2006 | HOTI | Buffer Management for Lossless Service in Network Processors. | Deng Pan, Yuanyuan Yang |
| 2006 | ICPADS | Hardware Efficient Two Step Iterative Matching Algorithms for VOQ Switches. | Deng Pan, Yuanyuan Yang |
| 2005 | Broadnets | Bandwidth guaranteed multicast scheduling for virtual output queued packet switches. | Deng Pan, Yuanyuan Yang |
| 2005 | INFOCOM | Credit based fair scheduling for packet switched networks. | Deng Pan, Yuanyuan Yang |
| 2004 | ICPP | FIFO Based Multicast Scheduling Algorithm for VOQ Packet Switches. | Deng Pan, Yuanyuan Yang |