Wei Peng

Orcid: 0000-0002-0868-0974

Affiliations:
  • Huawei Technologies, Shenzhen, China
  • La Trobe University, Department of Accounting and Business Analytics, Melbourne, Australia (2016 - 2019)
  • University of Sydney, Australia (PhD 2007)


According to our database1, Wei Peng authored at least 68 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
More Vulnerable than You Think: On the Stability of Tool-Integrated LLM Agents.
CoRR, June, 2025

Gradient Co-occurrence Analysis for Detecting Unsafe Prompts in Large Language Models.
CoRR, February, 2025

LF-Steering: Latent Feature Activation Steering for Enhancing Semantic Consistency in Large Language Models.
CoRR, January, 2025

Bilingual phrase induction with local hard negative sampling.
CAAI Trans. Intell. Technol., 2025

WorkTeam: Constructing Workflows from Natural Language with Multi-Agents.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Reverse Backdoor Distillation: Towards Online Backdoor Attack Detection for Deep Neural Network Models.
IEEE Trans. Dependable Secur. Comput., 2024

A Neuroinspired Contrast Mechanism enables Few-Shot Object Detection.
Pattern Recognit., 2024

Measuring the Inconsistency of Large Language Models in Preferential Ranking.
CoRR, 2024

Sharing Matters: Analysing Neurons Across Languages and Tasks in LLMs.
CoRR, 2024

A Survey on Hallucination in Large Vision-Language Models.
CoRR, 2024

Assessing Factual Reliability of Large Language Model Knowledge.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Cross Modal Training for ASR Error Correction with Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024

An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Contextual Modeling for Document-level ASR Error Correction.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning from Failure: Improving Meeting Summarization without Good Samples.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Bilingual word embedding fusion for robust unsupervised bilingual lexicon induction.
Inf. Fusion, September, 2023

An empirical study of cyclical learning rate on neural machine translation.
Nat. Lang. Eng., March, 2023

Assessing the Reliability of Large Language Model Knowledge.
CoRR, 2023

ChartDETR: A Multi-shape Detection Network for Visual Chart Recognition.
CoRR, 2023

Learning Homographic Disambiguation Representation for Neural Machine Translation.
CoRR, 2023

PBFormer: Capturing Complex Scene Text Shape with Polynomial Band Transformer.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Video Summarization Leveraging Multimodal Information for Presentations.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Video Action Recognition with Attentive Semantic Units.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Knowledge-Augmented Frame Semantic Parsing with Hybrid Prompt-Tuning.
Proceedings of the IEEE International Conference on Acoustics, 2023

ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

M³Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Dictionary-driven Chinese ASR Entity Correction with Controllable Decoding.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

Intent Discovery with Frame-guided Semantic Regularization and Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Positively transitioned sentiment dialogue corpus for developing emotion-affective open-domain chatbots.
CoRR, 2022

Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT.
Proceedings of the Seventh Conference on Machine Translation, 2022

FNeVR: Neural Volume Rendering for Face Animation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cross-Modal Retrieval with Heterogeneous Graph Embedding.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ASR Error Correction with Constrained Decoding on Operation Prediction.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Emily: Developing An Emotion-affective Open-Domain Chatbot with Knowledge Graph-based Persona.
CoRR, 2021

Huawei AARC's Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective.
Proceedings of the Sixth Conference on Machine Translation, 2021

MultiWOZ 2.3: A Multi-domain Task-Oriented Dialogue Dataset Enhanced with Annotation Corrections and Co-Reference Annotation.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Robustness Testing of Language Understanding in Task-Oriented Dialog.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Robustness Testing of Language Understanding in Dialog Systems.
CoRR, 2020

MultiWOZ 2.3: A multi-domain task-oriented dataset enhanced with annotation corrections and co-reference annotation.
CoRR, 2020

Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation.
CoRR, 2020

Applying Cyclical Learning Rate to Neural Machine Translation.
CoRR, 2020

Huawei's Submissions to the WMT20 Biomedical Translation Task.
Proceedings of the Fifth Conference on Machine Translation, 2020

Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning.
Proceedings of the Fifth Conference on Machine Translation, 2020

metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: System Demonstrations, 2020

2019
Discovering the influence of sarcasm in social media responses.
WIREs Data Mining Knowl. Discov., 2019

Survey on SDN based network intrusion detection system using machine learning approaches.
Peer-to-Peer Netw. Appl., 2019

Huawei's NMT Systems for the WMT 2019 Biomedical Translation Task.
Proceedings of the Fourth Conference on Machine Translation, 2019

2017
A multi-agent simulation framework for distributed generation with battery storage.
Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017

Roles of policy settings in distributed generation with battery storage.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2010
Concept Formation in Scientific Knowledge Discovery from a Constructivist View.
Proceedings of the Scientific Data Mining and Knowledge Discovery, 2010

2009
Understanding behaviors of a constructive memory agent: A markov chain analysis.
Knowl. Based Syst., 2009

Putting Simple Hierarchy into Ant Foraging: Cluster-Based Soft-Bots.
Proceedings of the Third International Conference on Network and System Security, 2009

2008
Managing Household Wind-Energy Generation.
IEEE Intell. Syst., 2008

Wireless sensor network deployment for water use efficiency in irrigation.
Proceedings of the workshop on Real-world wireless sensor networks, 2008

2006
Using a Constructive Interactive Activation and Competition Neural Network to Construct a Situated Agent's Experience.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006


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