| 2026 | ACL | Revealing the Attention Floating Mechanism in Masked Diffusion Models. | Xin Dai, Pengcheng Huang, Zhenghao Liu, Shuo Wang, Yukun Yan, Chaojun Xiao, Yu Gu, Ge Yu, Maosong Sun |
| 2026 | ACL | Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization. | Shaohua Duan, Pengcheng Huang, Xinze Li, Zhenghao Liu, Xiaoyuan Yi, Yukun Yan, Shuo Wang, Yu Gu, Ge Yu, Maosong Sun |
| 2026 | ACL | Empirical Analysis of Decoding Biases in Masked Diffusion Models. | Pengcheng Huang, Tianming Liu, Zhenghao Liu, Yukun Yan, Shuo Wang, Tong Xiao, Zulong Chen, Maosong Sun |
| 2025 | DAC | Late Breaking Results: An Efficient and Scalable Track Assignment with GPU Parallelism. | Genggeng Liu, Pengcheng Huang, Zepeng Li, Wen-Hao Liu, Xing Huang, Wenzhong Guo |
| 2025 | EMNLP | ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. | Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun |
| 2025 | EMNLP | ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance. | Sijia Yao, Pengcheng Huang, Zhenghao Liu, Yu Gu, Yukun Yan, Shi Yu, Ge Yu |
| 2025 | EMNLP | Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models. | Runsong Zhao, Xin Liu, Xinyu Liu, Pengcheng Huang, Chunyang Xiao, Tong Xiao, JingBo Zhu |
| 2025 | ETFA | Lossless Compression of Time Series Data: A Comparative Study. | Jonas G. Matt, Pengcheng Huang, Balz Maag |
| 2025 | ICCD | CPA-Remap: Critical-Path-Based Physically Aware Remapping Framework for Timing Optimization. | Mingxiao He, Pengcheng Huang, Zhenyu Zhao, Peiyun Bian |
| 2024 | EMNLP | Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models. | Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, JingBo Zhu |
| 2024 | EWSN | Workshop: Efficient and Effective Multi-Objective AutoML for Industrial Data Analytics. | Tanmay Goyal, Pengcheng Huang, Balz Maag |
| 2024 | ICASSP | RoFi: Robust WiFi Intrusion Detection via Distribution Matching. | Xu Wang, Dongheng Zhang, Fengquan Zhan, Xuecheng Xie, Pengcheng Huang, Yang Hu, Yan Chen |
| 2024 | RTAS | Work in Progress: Early Timing Prediction of Real-Time Tasks in Continuous Integration Environments. | Pengcheng Huang, Balz Maag, Thanikesavan Sivanthi, Chunwei Xing |
| 2022 | EWSN | SMiLe: Automated End-to-end Sensing and Machine Learning Co-Design. | Tanmay Goyal, Pengcheng Huang, Felix Sutton, Balz Maag, Philipp Sommer |
| 2022 | EWSN | Poster: Empirical Evaluation of AutoML Algorithms for Motor Health Prediction. | Tanmay Goyal, Pengcheng Huang, Felix Sutton, Balz Maag, Philipp Sommer |
| 2022 | HCI | Design of WeChat Guide System in Exhibition Venues. | Xiao Liu, Kaixi Ke, Yuan Gao, Pengcheng Huang, Xia Wang |
| 2021 | INFOCOM | Proximity-Echo: Secure Two Factor Authentication Using Active Sound Sensing. | Yanzhi Ren, Ping Wen, Hongbo Liu, Zhourong Zheng, Yingying Chen, Pengcheng Huang, Hongwei Li |
| 2017 | ISPA | Comparison between CAN and CAN FD: A Quantified Approach. | Yong Xie, Pengcheng Huang, Wei Liang, Yifan He |
| 2016 | CASES | Towards the design of fault-tolerant mixed-criticality systems on multicores. | Luyuan Zeng, Pengcheng Huang, Lothar Thiele |
| 2016 | EMSOFT | On-the-fly fast overrun budgeting for mixed-criticality systems. | Biao Hu, Kai Huang, Pengcheng Huang, Lothar Thiele, Alois C. Knoll |
| 2016 | RTSS | End-to-End Real-Time Guarantees in Wireless Cyber-Physical Systems. | Romain Jacob, Marco Zimmerling, Pengcheng Huang, Jan Beutel, Lothar Thiele |
| 2016 | RTAS | Exploring Energy Saving for Mixed-Criticality Systems on Multi-Cores. | Sujay Narayana, Pengcheng Huang, Georgia Giannopoulou, Lothar Thiele, R. Venkatesha Prasad |
| 2015 | DATE | Run and be safe: mixed-criticality scheduling with temporary processor speedup. | Pengcheng Huang, Pratyush Kumar, Georgia Giannopoulou, Lothar Thiele |
| 2015 | RTSS | An Isolation Scheduling Model for Multicores. | Pengcheng Huang, Georgia Giannopoulou, Rehan Ahmed, Davide B. Bartolini, Lothar Thiele |
| 2015 | RTAS | Mixed-criticality runtime mechanisms and evaluation on multicores. | Lukas Sigrist, Georgia Giannopoulou, Pengcheng Huang, Andres Gomez, Lothar Thiele |
| 2014 | ASPDAC | Service adaptions for mixed-criticality systems. | Pengcheng Huang, Georgia Giannopoulou, Nikolay Stoimenov, Lothar Thiele |
| 2014 | DAC | On the Scheduling of Fault-Tolerant Mixed-Criticality Systems. | Pengcheng Huang, Hoeseok Yang, Lothar Thiele |
| 2014 | DAC | An Efficient Real Time Fault Detection and Tolerance Framework Validated on the Intel SCC Processor. | Devendra Rai, Pengcheng Huang, Nikolay Stoimenov, Lothar Thiele |
| 2014 | DATE | Mapping mixed-criticality applications on multi-core architectures. | Georgia Giannopoulou, Nikolay Stoimenov, Pengcheng Huang, Lothar Thiele |
| 2014 | EMSOFT | Energy efficient DVFS scheduling for mixed-criticality systems. | Pengcheng Huang, Pratyush Kumar, Georgia Giannopoulou, Lothar Thiele |
| 2013 | EMSOFT | Scheduling of mixed-criticality applications on resource-sharing multicore systems. | Georgia Giannopoulou, Nikolay Stoimenov, Pengcheng Huang, Lothar Thiele |
| 2013 | ETFA | Interference Constraint Graph - A new specification for mixed-criticality systems. | Pengcheng Huang, Pratyush Kumar, Nikolay Stoimenov, Lothar Thiele |
| 2013 | SAC | Throughput-constrained voltage and frequency scaling for real-time heterogeneous multiprocessors. | Pengcheng Huang, Orlando Moreira, Kees Goossens, Anca Mariana Molnos |