Pengfei Cao

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2026
Short-time variational mode decomposition.
Signal Process., 2026

2025
Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models.
CoRR, June, 2025

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos.
CoRR, June, 2025

Large Language Models for Planning: A Comprehensive and Systematic Survey.
CoRR, May, 2025

Rewarding Curse: Analyze and Mitigate Reward Modeling Issues for LLM Reasoning.
CoRR, March, 2025

Multi-Image Encryption Algorithm Based on Novel Spatiotemporal Chaotic System and Dynamical Chaotic Trajectories.
IEEE Trans. Circuits Syst. Video Technol., February, 2025

DTELS: Towards Dynamic Granularity of Timeline Summarization.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

The Knowledge Microscope: Features as Better Analytical Lenses than Neurons.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
CrackYOLO: towards efficient dam crack detection for underwater scenes.
Pattern Anal. Appl., September, 2024

Information bottleneck based knowledge selection for commonsense reasoning.
Inf. Sci., March, 2024

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment.
CoRR, 2024

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models.
CoRR, 2024

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models.
CoRR, 2024

MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation.
CoRR, 2024

Towards Faithful Chain-of-Thought: Large Language Models are Bridging Reasoners.
CoRR, 2024

SimuCourt: Building Judicial Decision-Making Agents with Real-world Judgement Documents.
CoRR, 2024

The Da Vinci Code of Large Pre-trained Language Models: Deciphering Degenerate Knowledge Neurons.
CoRR, 2024

Hybrid Deep Learning Approach for Traffic Speed Prediction.
Big Data, 2024

A New Hybrid Magnetic Coupler in Inductive Power Transfer System for High Misalignment Tolerance.
IEEE Access, 2024

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

Oasis: Data Curation and Assessment System for Pretraining of Large Language Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Continual Few-shot Event Detection via Hierarchical Augmentation Networks.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

MULFE: A Multi-Level Benchmark for Free Text Model Editing.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
An improved PBFT consensus mechanism with trust value evaluation application in the agricultural product trusted traceability system.
J. High Speed Networks, 2023

Prompting Vision Language Model with Knowledge from Large Language Model for Knowledge-Based VQA.
CoRR, 2023

ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DiffusionSL: Sequence Labeling via Tag Diffusion Process.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Complex Event Schema Induction with Knowledge-Enriched Diffusion Model.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Event Ontology Completion with Hierarchical Structure Evolution Networks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Toward Sensorless Interaction Force Estimation for Industrial Robots Using High-Order Finite-Time Observers.
IEEE Trans. Ind. Electron., 2022

An underwater dam crack image segmentation method based on multi-level adversarial transfer learning.
Neurocomputing, 2022

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

High-Altitude Pedestrian Detection Based on Improved YOLOv3.
Proceedings of the Data Mining and Big Data - 6th International Conference, 2021

Edge Computing: A Systematic Mapping Study.
Proceedings of the IEEE Intl Conf on Dependable, 2021

A Survey of Traffic Prediction Based on Deep Neural Network: Data, Methods and Challenges.
Proceedings of the Cloud Computing - 11th EAI International Conference, 2021

Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Tunable Dual-Band Ultrasensitive Stereo Metamaterial Terahertz Sensor.
IEEE Access, 2020

Incremental Event Detection via Knowledge Consolidation Networks.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism.
Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Finite-Time Disturbance Observer for Robotic Manipulators.
Sensors, 2019

Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory.
Neural Process. Lett., 2019

Steady-State Interval Detection and Nonlinear Modeling for Automatic Generation Control Systems.
IEEE Access, 2019

Interactive Image Contents Search Based on High Dimensional Information Theory.
IEEE Access, 2019

The Optimal Solution for Base Frame Installation of Dual-arm Robot.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Passivity-Based Stable Human-Robot Cooperation with Variable Admittance Control.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

2018
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adversarial Training for Relation Classification with Attention Based Gate Mechanism.
Proceedings of the Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding, 2018

2017
An Approach to 5G Wireless Network Virtualization: Architecture and Trial Environment.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

APK-DFS: An Automatic Interaction System Based on Depth-First-Search for APK.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

An Android Malware Detection System Based on Behavior Comparison Analysis.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

2016
Performance analysis of multi-innovation stochastic Newton recursive algorithms.
Digit. Signal Process., 2016

2009
Computer Simulation of 3D Mask Image Based on Self-Adaptive Model in VLSI Lithography.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009


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