Liang Pang

Orcid: 0000-0003-1161-8546

According to our database1, Liang Pang authored at least 132 papers between 2012 and 2024.

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

Timeline

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Bibliography

2024
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding.
ACM Trans. Inf. Syst., September, 2024

Efficient Memory Circuits Yield Analysis and Optimization Framework via Meta-Learning.
IEEE Trans. Circuits Syst. II Express Briefs, September, 2024

NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework.
ACM Trans. Inf. Syst., March, 2024

Integration mixer: An efficient mixed neural network for memory dynamic stability analysis in high dimensional variation space.
Integr., 2024

Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models.
CoRR, 2024

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models.
CoRR, 2024

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models.
CoRR, 2024

A Factuality and Diversity Reconciled Decoding Method for Knowledge-Grounded Dialogue Generation.
CoRR, 2024

Unveil the Duality of Retrieval-Augmented Generation: Theoretical Analysis and Practical Solution.
CoRR, 2024

Source Echo Chamber: Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop.
CoRR, 2024

UnKE: Unstructured Knowledge Editing in Large Language Models.
CoRR, 2024

A Survey of Generative Search and Recommendation in the Era of Large Language Models.
CoRR, 2024

Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models.
CoRR, 2024

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation.
CoRR, 2024

MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models.
CoRR, 2024

Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent.
CoRR, 2024

Thermal-NeRF: Neural Radiance Fields from an Infrared Camera.
CoRR, 2024

GraphEdit: Large Language Models for Graph Structure Learning.
CoRR, 2024

Event-aware Video Corpus Moment Retrieval.
CoRR, 2024

Stable Knowledge Editing in Large Language Models.
CoRR, 2024

Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models.
CoRR, 2024

List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation.
Proceedings of the ACM on Web Conference 2024, 2024

Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks.
Proceedings of the ACM on Web Conference 2024, 2024

Can Small Language Models be Good Reasoners for Sequential Recommendation?
Proceedings of the ACM on Web Conference 2024, 2024

Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

A Taxation Perspective for Fair Re-ranking.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Information-Controllable Graph Contrastive Learning for Recommendation.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Neural Retrievers are Biased Towards LLM-Generated Content.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

A Study of Implicit Ranking Unfairness in Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Qsnail: A Questionnaire Dataset for Sequential Question Generation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Beyond Memorization: The Challenge of Random Memory Access in Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Plot Retrieval as an Assessment of Abstract Semantic Association.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Visual Reasoning: From State to Transformation.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

CharTM: The dynamic stability characterization for memory based on tail distribution modeling.
Microelectron. J., March, 2023

An efficient SRAM yield analysis method based on scaled-sigma adaptive importance sampling with meta-model accelerated.
Integr., March, 2023

Research on a Precision Calibration Model of a Flexible Strain Sensor Based on a Variable Section Cantilever Beam.
Sensors, 2023

Structured, Complex and Time-complete Temporal Event Forecasting.
CoRR, 2023

AI-Generated Images Introduce Invisible Relevance Bias to Text-Image Retrieval.
CoRR, 2023

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback.
CoRR, 2023

Do LLMs Implicitly Exhibit User Discrimination in Recommendation? An Empirical Study.
CoRR, 2023

LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts.
CoRR, 2023

LLMDet: A Large Language Models Detection Tool.
CoRR, 2023

Visual Transformation Telling.
CoRR, 2023

Search-in-the-Chain: Towards the Accurate, Credible and Traceable Content Generation for Complex Knowledge-intensive Tasks.
CoRR, 2023

Multi-video Moment Ranking with Multimodal Clue.
CoRR, 2023

PLV-IEKF: Consistent Visual-Inertial Odometry using Points, Lines, and Vanishing Points.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

LLMDet: A Third Party Large Language Models Generated Text Detection Tool.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Numerical Simulation Model Construction of Swept Frequency Dielectric Logging Response Based on Wireless Communication.
Proceedings of the Advanced Hybrid Information Processing, 2023

Design and Improvement of Airborne Ocean Radar Fault Detection Algorithm.
Proceedings of the Advanced Hybrid Information Processing, 2023

SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Distribution Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning.
CoRR, 2022

LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Dual-Channel Localization Networks for Moment Retrieval with Natural Language.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Region-based Cross-modal Retrieval.
Proceedings of the International Joint Conference on Neural Networks, 2022

Optimal Partial Transport Based Sentence Selection for Long-form Document Matching.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Uncertainty Calibration for Ensemble-Based Debiasing Methods.
CoRR, 2021

Toward the Understanding of Deep Text Matching Models for Information Retrieval.
CoRR, 2021

Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm.
CoRR, 2021

A Spline-High Dimensional Model Representation for SRAM Yield Estimation in High Sigma and High Dimensional Scenarios.
IEEE Access, 2021

Beyond Probability Ranking Principle: Modeling the Dependencies among Documents.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Uncertainty Calibration for Ensemble-Based Debiasing Methods.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adaptive Information Seeking for Open-Domain Question Answering.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Transductive Learning for Unsupervised Text Style Transfer.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Transformation Driven Visual Reasoning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Sketch and Customize: A Counterfactual Story Generator.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Knowledge Augmented Dialogue Generation with Divergent Facts Selection.
Knowl. Based Syst., 2020

A Deep Look into neural ranking models for information retrieval.
Inf. Process. Manag., 2020

Robust Reinforcement Learning with Wasserstein Constraint.
CoRR, 2020

L2R2: Leveraging Ranking for Abductive Reasoning.
CoRR, 2020

L2R²: Leveraging Ranking for Abductive Reasoning.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Modeling Topical Relevance for Multi-Turn Dialogue Generation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Evaluating Natural Language Generation via Unbalanced Optimal Transport.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Bursty Event Detection via Multichannel Feature Alignment.
Proceedings of the ICBDC 2020: 5th International Conference on Big Data and Computing, 2020

Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Beyond Language: Learning Commonsense from Images for Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

An Efficient SRAM yield Analysis Using Scaled-Sigma Adaptive Importance Sampling.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

TYMER: A Yield-based Performance Model for Timing-speculation SRAM.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Ranking Enhanced Dialogue Generation.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
New upper degree of freedom in transmission system based on wireless G-MIMO communication channel.
Clust. Comput., 2019

An Accurate and Efficient Yield Analysis for SRAM dynamic metrics Using Differential Evolution Algorithm.
Proceedings of the 13th IEEE International Conference on ASIC, 2019

ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Continual Match Based Training in Pommerman: Technical Report.
CoRR, 2018

RI-Match: Integrating Both Representations and Interactions for Deep Semantic Matching.
Proceedings of the Information Retrieval Technology, 2018

2017
Localization of multiple jamming attackers in vehicular ad hoc network.
Int. J. Distributed Sens. Networks, 2017

A Deep Investigation of Deep IR Models.
CoRR, 2017

MatchZoo: A Toolkit for Deep Text Matching.
CoRR, 2017

Tracking the Mobile Jammer Continuously in Time by Using Moving Vector.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

A Novel Range-Free Jammer Localization Solution in Wireless Network by Using PSO Algorithm.
Proceedings of the Data Science, 2017

A novel anti-jamming method in wireless sensor networks: Using artificial noise to actively interfere the intelligent jammer.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Learning Visual Features from Snapshots for Web Search.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Locally Smoothed Neural Networks.
Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016
Image matting in the perception granular deep learning.
Knowl. Based Syst., 2016

A Study of MatchPyramid Models on Ad-hoc Retrieval.
CoRR, 2016

Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Beyond Factoid QA: Effective Methods for Non-factoid Answer Sentence Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Text Matching as Image Recognition.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

SPAN: Understanding a Question with Its Support Answers.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
基于增益字典查询的语音增强算法 (Speech Enhancement Based on Gain Dictionary Queries).
计算机科学, 2015

Security in MIMO wireless hybrid channel with artificial noise.
Proceedings of the International Conference on Cyber Security of Smart Cities, 2015

2014
Perception granular computing in visual haze-free task.
Expert Syst. Appl., 2014

Large Scale Purchase Prediction with Historical User Actions on B2C Online Retail Platform.
CoRR, 2014

Information embedding on actions in wiretap channel.
Proceedings of the IEEE International Conference on Communications, 2014

A hybrid approach of PTSVM and ELM inspired by samples' geometric distribution structure.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Capacity-Equivocation Region Bounds for Degraded Broadcast Channel with Action-Dependent States.
Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013
Development of high-performance GaN-based power transistors
PhD thesis, 2013

Artificial Noise Generated in MIMO Scenario: Optimal Power Design.
IEEE Signal Process. Lett., 2013

Combination of Diverse Ranking Models for Personalized Expedia Hotel Searches.
CoRR, 2013

Granular computing in visual haze-free task.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2012
A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012


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