2025
Explainable automated debugging via large language model-driven scientific debugging.
Empir. Softw. Eng., March, 2025
2024
HSESR: Hierarchical Software Execution State Representation for Ultralow-Latency Threat Alerting Over Internet of Things.
IEEE Internet Things J., November, 2024
A Universal Configuration Framework for Mem-Element-Emulator-Based Bionic Firing Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap., September, 2024
DC-Offset Strategy for Controlling Hidden and Multistable Behaviors in Physical Circuits.
IEEE Trans. Ind. Electron., August, 2024
Sliding Mode Control for Multi-Agent Systems Under Event-Triggering Hybrid Scheduling Strategy.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2024
Memristive Neural Network Circuit of Operant Conditioning With Reward Delay and Variable Punishment Intensity.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
The application of deep learning methods in knee joint sports injury diseases.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., January, 2024
DiffCoder: Enhancing Large Language Model on API Invocation via Analogical Code Exercises.
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Proc. ACM Softw. Eng., 2024
Hybrid-scheduling-based sliding mode control for Markovian jump systems under transmission constraints.
J. Frankl. Inst., 2024
Aria-UI: Visual Grounding for GUI Instructions.
CoRR, 2024
Yi-Lightning Technical Report.
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CoRR, 2024
HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks.
CoRR, 2024
Aria: An Open Multimodal Native Mixture-of-Experts Model.
CoRR, 2024
PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents.
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CoRR, 2024
Yi: Open Foundation Models by 01.AI.
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CoRR, 2024
CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark.
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CoRR, 2024
Reconfigurable All-Optical Integrated Nonlinear Activator with Switchable Response Functions for Photonic Neural Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
BlockAgents: Towards Byzantine-Robust LLM-Based Multi-Agent Coordination via Blockchain.
Proceedings of the ACM Turing Award Celebration Conference 2024, 2024
2023
Activation Function Effects and Simplified Implementation for Hopfield Neural Network.
J. Circuits Syst. Comput., December, 2023
Vibration Signal Augmentation Method for Fault Diagnosis of Low-Voltage Circuit Breaker Based on W-CGAN.
IEEE Trans. Instrum. Meas., 2023
Can Programming Languages Boost Each Other via Instruction Tuning?
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CoRR, 2023
SoTaNa: The Open-Source Software Development Assistant.
CoRR, 2023
Private-Library-Oriented Code Generation with Large Language Models.
CoRR, 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.
CoRR, 2023
CodeT: Code Generation with Generated Tests.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
PBE-Plan: Periodic Backdoor Erasing Plan for Trustworthy Federated Learning.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023
Question Answering as Programming for Solving Time-Sensitive Questions.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Skill-Based Few-Shot Selection for In-Context Learning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Large Language Models Meet NL2Code: A Survey.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Making Language Models Better Reasoners with Step-Aware Verifier.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Reducing cohort bias in natural language understanding systems with targeted self-training scheme.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023
How Do In-Context Examples Affect Compositional Generalization?
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Input-to-State Stabilization of Stochastic Markovian Jump Systems Under Communication Constraints: Genetic Algorithm-Based Performance Optimization.
IEEE Trans. Cybern., 2022
Sliding Mode Reliable Control Under Redundant Channel: A Novel Censored Analog Fading Measurement.
IEEE Trans. Control. Netw. Syst., 2022
Dual Attention-Based Industrial Surface Defect Detection with Consistency Loss.
Sensors, 2022
Co-design of transition rates and sliding mode switched controller for Markovian jumping systems under intermittent DoS attacks.
J. Frankl. Inst., 2022
Entity Linking Method for Chinese Short Text Based on Siamese-Like Network.
Inf., 2022
Infinitely Many Necklace-Shaped Coexisting Attractors in a Nonautonomous Memcapacitive Oscillator.
Int. J. Bifurc. Chaos, 2022
Adversarial learning-based multi-timescale network resource management in multi-mode green IoT network for smart building.
IET Commun., 2022
When Neural Model Meets NL2Code: A Survey.
CoRR, 2022
On the Advance of Making Language Models Better Reasoners.
CoRR, 2022
DialogZoo: Large-Scale Dialog-Oriented Task Learning.
CoRR, 2022
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models.
CoRR, 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training.
CoRR, 2022
UniDU: Towards A Unified Generative Dialogue Understanding Framework.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
A 6.5-to-10GHz IEEE 802.15.4/4z-Compliant 1T3R UWB Transceiver.
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Proceedings of the IEEE International Solid-State Circuits Conference, 2022
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Online Adaptive Metrics for Model Evaluation on Non-representative Offline Test Data.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
TAPEX: Table Pre-training via Learning a Neural SQL Executor.
Proceedings of the Tenth International Conference on Learning Representations, 2022
When Language Model Meets Private Library.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Unsupervised training data re-weighting for natural language understanding with local distribution approximation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022
Reasoning Like Program Executors.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
AdapterShare: Task Correlation Modeling with Adapter Differentiation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Security Sliding Mode Control for Interval Type-2 Fuzzy Systems Under Hybrid Cyber-Attacks.
Proceedings of the 13th Asian Control Conference, 2022
Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Initial-condition-switched boosting extreme multistability and mechanism analysis in a memcapacitive oscillator.
Frontiers Inf. Technol. Electron. Eng., 2021
TAPEX: Table Pre-training via Learning a Neural SQL Executor.
CoRR, 2021
AutoAI-TS: AutoAI for Time Series Forecasting.
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Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Analysis on the Influencing Factors of Digital Economy Development in Chinese Cities.
Proceedings of the IPEC 2021: 2nd Asia-Pacific Conference on Image Processing, 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Learning Algebraic Recombination for Compositional Generalization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements.
IEEE Trans. Vis. Comput. Graph., 2020
Discovering Traveling Companions using Autoencoders.
CoRR, 2020
Client Network: An Interactive Model for Predicting New Clients.
CoRR, 2020
Compositional Generalization by Learning Analytical Expressions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Sliding Mode Control for Interval Type-2 Fuzzy System Under Fading Channels.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020
Incomplete Utterance Rewriting as Semantic Segmentation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Security control for Markov jump system with adversarial attacks and unknown transition rates via adaptive sliding mode technique.
J. Frankl. Inst., 2019
Statistical and machine learning ensemble modelling to forecast sea surface temperature.
CoRR, 2019
LambdaOpt: Learn to Regularize Recommender Models in Finer Levels.
CoRR, 2019
Entropy Measures for Probabilistic Hesitant Fuzzy Information.
IEEE Access, 2019
Depth-First Proof-Number Search with Heuristic Edge Cost and Application to Chemical Synthesis Planning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
λOpt: Learn to Regularize Recommender Models in Finer Levels.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Automatic 2D-to-3D Video Conversion using 3D Densely Connected Convolutional Networks.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
ECPNet: An Efficient Attention-Based Convolution Network with Pseudo-3D Block for Human Action Recognition.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
RSM: An Explainable Predictive Sales Route Selector.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Recurrent Neural Networks for Autoregressive Moving Average Model Selection.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
A Split-and-Recombine Approach for Follow-up Query Analysis.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Motor Measurement and Control System Realization in Marine Electric Propulsion.
Proceedings of the IEEE 9th Annual Computing and Communication Workshop and Conference, 2019
Sliding Mode Control of State-Saturated Systems Under Dynamic Event-Triggered Protocol.
Proceedings of the 12th Asian Control Conference, 2019
FANDA: A Novel Approach to Perform Follow-Up Query Analysis.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
An Automated Vision System for Vehicle License Plate Localization, Segmentation in Real Life Scene.
Int. J. Pattern Recognit. Artif. Intell., 2018
Design of Measurement and Control System in Marine Electric Propulsion.
Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018
Learning-to-Ask: Knowledge Acquisition via 20 Questions.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Castor: Contextual IoT Time Series Data and Model Management at Scale.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Intelligent Measurement and Management of Aircraft Structural Deformation.
Proceedings of the Cognitive Systems and Signal Processing - 4th International Conference, 2018
2017
Semantic Diagnosis Approach for Buildings.
IEEE Trans. Ind. Informatics, 2017
One button machine for automating feature engineering in relational databases.
CoRR, 2017
Energy trading between microgrids towards individual cost and social welfare optimization.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
2016
Structured Dimensionality Reduction for Additive Model Regression.
IEEE Trans. Knowl. Data Eng., 2016
Robust fuzzy control for stochastic Markovian jumping systems via sliding mode method.
Int. J. Gen. Syst., 2016
Managing uncertainty in electricity generation and demand forecasting.
IBM J. Res. Dev., 2016
Max-Margin Nonparametric Latent Feature Models for Link Prediction.
CoRR, 2016
Data Management System for Energy Analytics and its Application to Forecasting.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016
Jointly Modeling Topics and Intents with Global Order Structure.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
On Closed-Loop Bicycle Availability Prediction.
IEEE Trans. Intell. Transp. Syst., 2015
Temperature Effects on the Wind Direction Measurement of 2D Solid Thermal Wind Sensors.
Sensors, 2015
(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories.
Proceedings of the ECML/PKDD 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015), 2015
A self-packaged self-heated thermal wind sensor with high reliability and low power consumption.
Proceedings of the 10th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2015
Understanding building operation from semantic context.
Proceedings of the IECON 2015, 2015
Forecasting Uncertainty in Electricity Demand.
Proceedings of the Computational Sustainability, 2015
2014
A Framework for iOS Application Development.
J. Softw., 2014
Sliding mode control for stochastic Markovian jumping systems subject to successive packet losses.
J. Frankl. Inst., 2014
2-D Micromachined Thermal Wind Sensors - A Review.
IEEE Internet Things J., 2014
Statistical Anomaly Detection in Mean and Variation of Energy Consumption.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
2013
Networked predictive control of constrained linear systems with input quantisation.
Int. J. Syst. Sci., 2013
Reliable Sliding-Mode Control for Markovian Jumping Systems Subject to Partial Actuator Degradation.
Circuits Syst. Signal Process., 2013
Adaptive sliding mode control for stochastic Markovian jumping systems with actuator degradation.
Autom., 2013
Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings.
Proceedings of the BuildSys 2013, 2013
Fusing Traffic Sensor Data for Real-time Road Conditions.
Proceedings of First International Workshop on Sensing and Big Data Mining, 2013
Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013
The effect of feedback in the assignment problem in shared bicycle systems.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013
Central Limit Theorems for Conditional Markov Chains.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
Sliding mode control for Markovian jumping systems with actuator nonlinearities.
Int. J. Syst. Sci., 2012
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
An advanced algorithm for highway pavement fissure detection.
Proceedings of the Fourth International Conference on Digital Image Processing, 2012
Fractal dimension applied in highway surface crack detection.
Proceedings of the Fourth International Conference on Digital Image Processing, 2012
Sliding mode control for networked systems with Markovian jumping parameters.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012
2011
The Inverter Testing System of Asynchronous Motor Based on Modbus Communication.
Proceedings of the Applied Informatics and Communication - International Conference, 2011
2010
Autoregressive frequency detection using Regularized Least Squares.
J. Multivar. Anal., 2010
2008
A multifunction transceiver RFIC for 802.11a/b/g WLAN and DVB-H applications.
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Proceedings of the IEEE 2008 Custom Integrated Circuits Conference, 2008