2025
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models.
Trans. Assoc. Comput. Linguistics, 2025
2024
UTMGAT: a unified transformer with memory encoder and graph attention networks for multidomain dialogue state tracking.
Appl. Intell., September, 2024
Concept drift adaptation with scarce labels: A novel approach based on diffusion and adversarial learning.
Eng. Appl. Artif. Intell., 2024
Semi-supervised anomaly detection with contamination-resilience and incremental training.
Eng. Appl. Artif. Intell., 2024
PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning.
CoRR, 2024
UNComp: Uncertainty-Aware Long-Context Compressor for Efficient Large Language Model Inference.
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CoRR, 2024
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation.
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CoRR, 2024
Synergizing Foundation Models and Federated Learning: A Survey.
CoRR, 2024
Anchor-based Large Language Models.
CoRR, 2024
Benchmarking LLMs via Uncertainty Quantification.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.
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Proceedings of the Findings of the Association for Computational Linguistics, 2024
Anchor-based Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking.
CoRR, 2023
Lending Interaction Wings to Recommender Systems with Conversational Agents.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Turn-Level Active Learning for Dialogue State Tracking.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Auto-weighted Robust Federated Learning with Corrupted Data Sources.
ACM Trans. Intell. Syst. Technol., 2022
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022
MetaASSIST: Robust Dialogue State Tracking with Meta Learning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
ASSIST: Towards Label Noise-Robust Dialogue State Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Multi-Stage Network Embedding for Exploring Heterogeneous Edges.
ACM Trans. Knowl. Discov. Data, 2021
Enhancing Graph Neural Networks via auxiliary training for semi-supervised node classification.
Knowl. Based Syst., 2021
Learning deep discriminative representations with pseudo supervision for image clustering.
Inf. Sci., 2021
Slot Self-Attentive Dialogue State Tracking.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Outlier-Resilient Web Service QoS Prediction.
Proceedings of the WWW '21: The Web Conference 2021, 2021
2020
Finding skyline communities in multi-valued networks.
VLDB J., 2020
Nonuniform Hyper-Network Embedding with Dual Mechanism.
ACM Trans. Inf. Syst., 2020
Homophily Preserving Community Detection.
IEEE Trans. Neural Networks Learn. Syst., 2020
Outlier Resilient Collaborative Web Service QoS Prediction.
CoRR, 2020
A Game Generative Network Framework with its Application to Relationship Inference.
CoRR, 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder.
Proceedings of the Database Systems for Advanced Applications, 2020
2019
STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings.
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Digging into it: Community detection via hidden attributes analysis.
Neurocomputing, 2019
Discrete Overlapping Community Detection with Pseudo Supervision.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation.
Proceedings of the Database Systems for Advanced Applications, 2019
Hyper2vec: Biased Random Walk for Hyper-network Embedding.
Proceedings of the Database Systems for Advanced Applications, 2019
Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning.
Proceedings of the Database Systems for Advanced Applications, 2019
Deep Heterogeneous Social Network Alignment.
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
2018
Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach.
IEEE Access, 2018
BGN: Identifying Influential Nodes in Complex Networks via Backward Generating Networks.
IEEE Access, 2018
Skyline Community Search in Multi-valued Networks.
Proceedings of the 2018 International Conference on Management of Data, 2018
Measuring Cohesion of Software Systems Using Weighted Directed Complex Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Identifying Influential Nodes in Complex Networks via Semi-Local Centrality.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
An Adaptive Semi-local Algorithm for Node Ranking in Large Complex Networks.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018
Adaptive Affinity Learning for Accurate Community Detection.
Proceedings of the IEEE International Conference on Data Mining, 2018
Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
Finding weighted k-truss communities in large networks.
Inf. Sci., 2017
Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017
DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017