2025
Climbing the Ladder of Reasoning: What LLMs Can-and Still Can't-Solve after SFT?
CoRR, April, 2025
WorldModelBench: Judging Video Generation Models As World Models.
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CoRR, February, 2025
S*: Test Time Scaling for Code Generation.
CoRR, February, 2025
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.
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CoRR, February, 2025
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
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CoRR, February, 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile.
CoRR, February, 2025
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.
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CoRR, February, 2025
Locality-aware Fair Scheduling in LLM Serving.
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CoRR, January, 2025
Enhancing compressed sensing recovery with Bayesian and generalized orthogonal matching pursuit: a progressive approach to signal reconstruction.
J. Electronic Imaging, 2025
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal.
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Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Vessel Target Detection Method Based on an Improved CFAR Method in Nighttime Remote Sensing Images.
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IEEE Trans. Geosci. Remote. Sens., 2024
A novel reinforcement learning based Heap-based optimizer.
Knowl. Based Syst., 2024
CSCA-YOLO: A lightweight detection network focusing on target features.
J. Electronic Imaging, 2024
NVILA: Efficient Frontier Visual Language Models.
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CoRR, 2024
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation.
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CoRR, 2024
LongVILA: Scaling Long-Context Visual Language Models for Long Videos.
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CoRR, 2024
MPC-Minimized Secure LLM Inference.
CoRR, 2024
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors.
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CoRR, 2024
mmHPE: Human Pose Estimation Based on Point Cloud from Millimeter-wave Radar.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024
3D Detection Under Foggy Weather: The Effective Multi-Sensor Fusion of LiDAR and Radar.
Proceedings of the 21st Annual IEEE International Conference on Sensing, 2024
Fairness in Serving Large Language Models.
Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024
SLoRA: Scalable Serving of Thousands of LoRA Adapters.
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Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024
Does Compressing Activations Help Model Parallel Training?
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
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Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Improving HJ-1B/IRS LST Retrieval of the Generalized Single-Channel Algorithm with Refined ERA5 Atmospheric Profile Database.
Remote. Sens., November, 2023
Evaluation of Simulated CO2 Point Source Plumes from High-Resolution Atmospheric Transport Model.
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Remote. Sens., September, 2023
S-LoRA: Serving Thousands of Concurrent LoRA Adapters.
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CoRR, 2023
LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers.
CoRR, 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.
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Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Comparisons of Three Single-Channel Algorithms for Retrieving Land Surface Temperature from HJ-1B Satellite Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
DeFusion: Aerial Image Matching Based on Fusion of Handcrafted and Deep Features.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
MPCFORMER: Fast, Performant and Provate Transformer Inference with MPC.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
MPCFormer: fast, performant and private Transformer inference with MPC.
CoRR, 2022
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Modelling and control of the charging process of a PV-compressed air system for efficiency improvement from panel cleaning and cooling.
Proceedings of the 26th International Conference on Automation and Computing, 2021
Dual Contradistinctive Generative Autoencoder.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared Remote Sensing Spectroscopy and the LASSO Method.
IEEE Trans. Geosci. Remote. Sens., 2020
A Learning-Enhanced Two-Pair Spatiotemporal Reflectance Fusion Model for GF-2 and GF-1 WFV Satellite Data.
Sensors, 2020
2018
An Enhanced Single-Pair Learning-Based Reflectance Fusion Algorithm with Spatiotemporally Extended Training Samples.
Remote. Sens., 2018
2017
Research on modeling and machining algorithm of multi-shear and multi-punch CNC transverse shear line.
Proceedings of the 2017 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, 2017
2014
Automated Retrieval of Cloud Masks from the HJ-1 WVC Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
2013
A Sensor Specified Method Based on Spectral Transformation for Masking Cloud in Landsat Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
A sensor-based scheme for assessing cloud coverage in HJ-1 CCD data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
An adaptive and automated method for masking cloud on Landsat data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2008
The Research of Mechanical Access Time of Synchronous Disk Array.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008
Pseudo-parallel I/O Schedule of Synchronous RAID.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008