Sidi Lu

55 papers A* 8A 4Misc 10Journal 24Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories.
CoRR
Sidi Lu, Zhenwen Liang, Dongyang Ma, Yan Wang, Haitao Mi, Dong Yu
2026 J jnl
Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning.
CoRR
Haolin Liu, Dian Yu, Sidi Lu, Yujun Zhou, Rui Liu, Zhenwen Liang, Haitao Mi, Chen-Yu Wei, Dong Yu
2026 J jnl
Turbo Connection: Reasoning as Information Flow from Higher to Lower Layers.
CoRR
Mohan Tang, Sidi Lu
2025 J jnl
Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning.
CoRR
Zhenwen Liang, Sidi Lu, Wenhao Yu, Kishan Panaganti, Yujun Zhou, Haitao Mi, Dong Yu
2025 Misc conf
Context-Aware Perception: VLM-Augmented All-Weather Detection for Autonomous Driving.
SEC
Johora Akter Polin, Yichen Luo, Sidi Lu
2025 A conf
EAA: Emotion-Aware Audio Large Language Models with Dual Cross-Attention and Context-Aware Instruction Tuning.
INTERSPEECH
Hongfei Du, Sidi Lu, Gang Zhou, Ye Gao
2025 — conf
From Preventive to Predictive: Advancing Timely and Accurate Aircraft Prognostics.
MOST
Philippa Scroggins, Sidi Lu
2025 — conf
Incremental Over-the-Air Update for Software-Defined Vehicles with C-V2X.
VTC2025-Spring
Yichen Luo, Sidi Lu
2025 Misc conf
Mitigating In-Transit Vision Noise for Enhanced Vehicle Safety.
SenSys
Yichen Luo, Junzhou Chen, Xinyu Chen, Sidi Lu
2025 — conf
Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification.
EMNLP (Findings)
Hongfei Du, Jiacheng Shi, Jacobo Myerston, Sidi Lu, Gang Zhou, Ashley Gao
2025 J jnl
Toward Real-Time and Efficient Perception Workflows in Software-Defined Vehicles.
IEEE Internet Things J.
Sumaiya, Reza Jafarpourmarzouni, Yichen Luo, Sidi Lu, Zheng Dong
2025 Misc conf
Training-Free Late Fusion across Geometry and BEV for Edge-Deployable LiDAR-Camera 3D Perception.
SEC
Yixuan Zhang, Sidi Lu
2024 — conf
An Advanced Driving Agent with the Multimodal Large Language Model for Autonomous Vehicles.
MOST
Junzhou Chen, Sidi Lu
2024 Misc conf
An Efficient Data Transmission Framework for Connected Vehicles.
SEC
Yichen Luo, Yongtao Yao, Junzhou Chen, Sidi Lu, Weisong Shi
2024 A* conf
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models.
ICML
Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, Nanyun Peng
2024 Misc conf
Edge-Aware Dual Branch Network for Nucleus Instance Segmentation.
SEC
Junzhou Chen, Yanfu Zhang, Sidi Lu
2024 Misc conf
Enabling Accurate and Timely Prognostics for Aircraft Turbofan Engines.
SEC
Philippa Scroggins, Sidi Lu
2024 — conf
Enhancing Real-time Inference Performance for Time-Critical Software-Defined Vehicles.
MOST
Sumaiya, Reza Jafarpourmarzouni, Sidi Lu, Zheng Dong
2024 — conf
Impact of Raindrops on Camera-Based Detection in Software-Defined Vehicles.
MOST
Yichen Luo, Daoxuan Xu, Gang Zhou, Yifan Sun, Sidi Lu
2024 A* conf
Open-Domain Text Evaluation via Contrastive Distribution Methods.
ICML
Sidi Lu, Hongyi Liu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng
2024 — book
Vehicle Computing - From Traditional Transportation to Computing on Wheels
Sidi Lu, Weisong Shi
2024 J jnl
Vehicle as a Mobile Computing Platform: Opportunities and Challenges.
IEEE Netw.
Sidi Lu, Weisong Shi
2023 — conf
Edge-Assisted Over-the-Air Software Updates.
CIC
Arpan Bhattacharjee, Hamza Mahmood, Sidi Lu, Nejib Ammar, Akila Ganlath, Weisong Shi
2023 J jnl
On Compositionality and Improved Training of NADO.
CoRR
Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, Nanyun Peng
2023 J jnl
Open-Domain Text Evaluation via Meta Distribution Modeling.
CoRR
Sidi Lu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng
2023 Misc conf
Poster: Edge-Assisted Over-the-Air Software Updates.
SEC
Arpan Bhattacharjee, Hamza Mahmood, Sidi Lu, Nejib Ammar, Akila Ganlath, Weisong Shi
2023 J jnl
Reinforcement Learning for Adaptive Video Compressive Sensing.
ACM Trans. Intell. Syst. Technol.
Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
2022 A* conf
Controllable Text Generation with Neurally-Decomposed Oracle.
NeurIPS
Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang
2022 J jnl
Controllable Text Generation with Neurally-Decomposed Oracle.
CoRR
Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang
2022 J jnl
EdgeWare: toward extensible and flexible middleware for connected vehicle services.
CCF Trans. High Perform. Comput.
Sidi Lu, Yongtao Yao, Bing Luo, Zhifeng Yu, Dalong Li, Weisong Shi
2022 A* conf
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model.
NeurIPS
Sidi Lu, Tao Meng, Nanyun Peng
2022 Misc conf
Poster: Towards Efficient Multilayer Collaboration for CAV Applications.
SEC
Sidi Lu, Weisong Shi
2022 A conf
SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection.
WACV
Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Tong Shen, Pei Yu, Dimitrios Lymberopoulos, Sidi Lu, Weisong Shi, Xiang Chen
2022 J jnl
SafeCampus: Multimodal-Based Campus-Wide Pandemic Forecasting.
IEEE Internet Comput.
Sidi Lu, Baofu Wu, Xiaoda Cong, Yongtao Yao, Weisong Shi
2021 J jnl
CLONE: Collaborative Learning on the Edges.
IEEE Internet Things J.
Sidi Lu, Yongtao Yao, Weisong Shi
2021 J jnl
Computing Systems for Autonomous Driving: State of the Art and Challenges.
IEEE Internet Things J.
Liangkai Liu, Sidi Lu, Ren Zhong, Baofu Wu, Yongtao Yao, Qingyang Zhang, Weisong Shi
2021 J jnl
On Efficient Training, Controllability and Compositional Generalization of Insertion-based Language Generators.
CoRR
Sidi Lu, Nanyun Peng
2021 J jnl
Reinforcement Learning for Adaptive Video Compressive Sensing.
CoRR
Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos, Weisong Shi
2021 J jnl
The Emergence of Vehicle Computing.
IEEE Internet Comput.
Sidi Lu, Weisong Shi, Qun Li
2020 Misc conf
A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks.
SEC
Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu
2020 J jnl
Computing Systems for Autonomous Driving: State-of-the-Art and Challenges.
CoRR
Liangkai Liu, Sidi Lu, Ren Zhong, Baofu Wu, Yongtao Yao, Qingyang Zhang, Weisong Shi
2020 Misc conf
Edge Compression: An Integrated Framework for Compressive Imaging Processing on CAVs.
SEC
Sidi Lu, Xin Yuan, Weisong Shi
2020 A conf
Making Disk Failure Predictions SMARTer!
FAST
Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi
2019 A* conf
CoT: Cooperative Training for Generative Modeling of Discrete Data.
ICML
Sidi Lu, Lantao Yu, Siyuan Feng, Yaoming Zhu, Weinan Zhang
2019 — conf
Collaborative Learning on the Edges: A Case Study on Connected Vehicles.
HotEdge
Sidi Lu, Yongtao Yao, Weisong Shi
2019 A* conf
Neurally-Guided Structure Inference.
ICML
Sidi Lu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu
2019 J jnl
Neurally-Guided Structure Inference.
CoRR
Sidi Lu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu
2019 A conf
OpenEI: An Open Framework for Edge Intelligence.
ICDCS
Xingzhou Zhang, Yifan Wang, Sidi Lu, Liangkai Liu, Lanyu Xu, Weisong Shi
2019 J jnl
OpenEI: An Open Framework for Edge Intelligence.
CoRR
Xingzhou Zhang, Yifan Wang, Sidi Lu, Liangkai Liu, Lanyu Xu, Weisong Shi
2018 J jnl
CoT: Cooperative Training for Generative Modeling.
CoRR
Sidi Lu, Lantao Yu, Weinan Zhang, Yong Yu
2018 A* conf
Long Text Generation via Adversarial Training with Leaked Information.
AAAI
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang
2018 J jnl
Neural Text Generation: Past, Present and Beyond.
CoRR
Sidi Lu, Yaoming Zhu, Weinan Zhang, Jun Wang, Yong Yu
2018 A* conf
Texygen: A Benchmarking Platform for Text Generation Models.
SIGIR
Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Weinan Zhang, Jun Wang, Yong Yu
2018 J jnl
Texygen: A Benchmarking Platform for Text Generation Models.
CoRR
Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Weinan Zhang, Jun Wang, Yong Yu
2017 J jnl
Long Text Generation via Adversarial Training with Leaked Information.
CoRR
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang