Jiaheng Liu

Orcid: 0000-0002-5183-8538

According to our database1, Jiaheng Liu authored at least 89 papers between 2018 and 2024.

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Bibliography

2024
Deep learning-based multimodal fusion of the surface ECG and clinical features in prediction of atrial fibrillation recurrence following catheter ablation.
BMC Medical Informatics Decis. Mak., December, 2024

A unified efficient deep image compression framework and its application on human-centric Task.
Multim. Tools Appl., September, 2024

Reuse distance-based shared LLC management mechanism for heterogeneous CPU-GPU systems.
IEICE Electron. Express, 2024

mt4CrossOIE: Multi-stage tuning for cross-lingual open information extraction.
Expert Syst. Appl., 2024

ING-VP: MLLMs cannot Play Easy Vision-based Games Yet.
CoRR, 2024

KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks.
CoRR, 2024

HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models.
CoRR, 2024

OmniBench: Towards The Future of Universal Omni-Language Models.
CoRR, 2024

FuzzCoder: Byte-level Fuzzing Test via Large Language Model.
CoRR, 2024

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering.
CoRR, 2024

I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm.
CoRR, 2024

NC-NCD: Novel Class Discovery for Node Classification.
CoRR, 2024

MMRA: A Benchmark for Multi-granularity Multi-image Relational Association.
CoRR, 2024

DDK: Distilling Domain Knowledge for Efficient Large Language Models.
CoRR, 2024

LongIns: A Challenging Long-context Instruction-based Exam for LLMs.
CoRR, 2024

UniCoder: Scaling Code Large Language Model via Universal Code.
CoRR, 2024

GIEBench: Towards Holistic Evaluation of Group Identity-based Empathy for Large Language Models.
CoRR, 2024

Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level.
CoRR, 2024

McEval: Massively Multilingual Code Evaluation.
CoRR, 2024

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models.
CoRR, 2024

Towards Real-world Scenario: Imbalanced New Intent Discovery.
CoRR, 2024

D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models.
CoRR, 2024

R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models.
CoRR, 2024

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series.
CoRR, 2024

MuPT: A Generative Symbolic Music Pretrained Transformer.
CoRR, 2024

Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model.
CoRR, 2024

The Fine Line: Navigating Large Language Model Pretraining with Down-streaming Capability Analysis.
CoRR, 2024

Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging.
CoRR, 2024

ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models.
CoRR, 2024

MLAD: A Unified Model for Multi-system Log Anomaly Detection.
CoRR, 2024

xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning.
CoRR, 2024

E^2-LLM: Efficient and Extreme Length Extension of Large Language Models.
CoRR, 2024

Fractional-order rate-dependent thermoelastic diffusion theory based on new definitions of fractional derivatives with non-singular kernels and the associated structural transient dynamic responses analysis of sandwich-like composite laminates.
Commun. Nonlinear Sci. Numer. Simul., 2024

VRDistill: Vote Refinement Distillation for Efficient Indoor 3D Object Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MaterialSeg3D: Segmenting Dense Materials from 2D Priors for 3D Assets.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Compressing Large Language Models by Joint Sparsification and Quantization.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

OWL: A Large Language Model for IT Operations.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts.
Proceedings of the Computer Vision - ECCV 2024, 2024

LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

NC<sup>2</sup>D: Novel Class Discovery for Node Classification.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Towards Real-world Scenario: Imbalanced New Intent Discovery.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

UniCoder: Scaling Code Large Language Model via Universal Code.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

E2-LLM: Efficient and Extreme Length Extension of Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
GeometryMotion-Transformer: An End-to-End Framework for 3D Action Recognition.
IEEE Trans. Multim., 2023

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models.
CoRR, 2023

Multilingual Entity and Relation Extraction from Unified to Language-specific Training.
CoRR, 2023

ICD-Face: Intra-class Compactness Distillation for Face Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Achieving Fine-grained Word Sense Disambiguation with Context Hypergraph and Sememe Hypergraph.
Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering, 2023

M2C: Towards Automatic Multimodal Manga Complement.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

LogLG: Weakly Supervised Log Anomaly Detection via Log-Event Graph Construction.
Proceedings of the Database Systems for Advanced Applications, 2023

GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Multilingual Entity and Relation Extraction from Unified to Language-specific Training.
Proceedings of the International Conference on Electronics, 2023

Adaptive Contrastive Knowledge Distillation for BERT Compression.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Improved Harris Hawks Optimization for Configuration of PV Intelligent Edge Terminals.
IEEE Trans. Sustain. Comput., 2022

APSNet: Toward Adaptive Point Sampling for Efficient 3D Action Recognition.
IEEE Trans. Image Process., 2022

3D-Pruning: A Model Compression Framework for Efficient 3D Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022

JointPruning: Pruning Networks Along Multiple Dimensions for Efficient Point Cloud Processing.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Conflict-Aware Capacity Control Mechanism for Deep Cache Hierarchy.
IEICE Trans. Inf. Syst., 2022

3D-QueryIS: A Query-based Framework for 3D Instance Segmentation.
CoRR, 2022

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation.
CoRR, 2022

Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Computer-Aided Tuberculosis Diagnosis with Attribute Reasoning Assistance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

OneFace: One Threshold for All.
Proceedings of the Computer Vision - ECCV 2022, 2022

CoupleFace: Relation Matters for Face Recognition Distillation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Deep 3D Vessel Segmentation based on Cross Transformer Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

AnchorFace: Boosting TAR@FAR for Practical Face Recognition.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Block Proposal Neural Architecture Search.
IEEE Trans. Image Process., 2021

GeometryMotion-Net: A Strong Two-Stream Baseline for 3D Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2021

Inter-class Discrepancy Alignment for Face Recognition.
CoRR, 2021

Improved adaptive gray wolf genetic algorithm for photovoltaic intelligent edge terminal optimal configuration.
Comput. Electr. Eng., 2021

DAM: Discrepancy Alignment Metric for Face Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
A Unified End-to-End Framework for Efficient Deep Image Compression.
CoRR, 2020

A Conflict-Aware Capacity Control Mechanism for Last-Level Cache.
Proceedings of the Eighth International Symposium on Computing and Networking Workshops, 2020

Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
LAW: Learning to Auto Weight.
CoRR, 2019

Correlation Congruence for Knowledge Distillation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Knowledge Distillation via Route Constrained Optimization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Aggregate Signature Consensus Scheme Based on FPGA.
Proceedings of the Blockchain and Trustworthy Systems - First International Conference, 2019

2018
New 3D 16-Ary Signal Constellations and Their Symbol Error Probabilities in AWGN and Rayleigh Fading Channels.
Wirel. Commun. Mob. Comput., 2018


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