Pinned Repositories
CompanyKG2
A Large-Scale Heterogeneous Graph for Company Similarity Quantification and Relation Prediction, accepted by KDD'2024
GenCeption
GenCeption is an annotation-free MLLM (Multimodal Large Language Model) evaluation framework that merely requires unimodal data to assess inter-modality semantic coherence and inversely reflects the models' inclination to hallucinate.
pause
🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴
PTEC
Code repository corresponding to the paper "Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation" (NAACL 2024).
road-discovery
The tooling and deep-learning models for fine-grained road detection from aerial/satellite images. Accepted by IJCNN'2019
s3vdc
Implementation of algorithm S3VDC (Simple, Scalable, and Stable Variational Deep Clustering). Accepted by ECML'2020
sire
📈 SiRE (Simulation-Informed Revenue Extrapolation with Confidence Estimate for Scaleup Companies Using Scarce Time-Series Data), accepted by CIKM'2022 🗽
Tactile-HCs10-LDS-toolbox
Haptic dataset HCs10 with a demo using LDS-toolbox. Different parts are accepted by AAAI'16, CVPR'16, IJCAI'16 and NeurIPS'17
TSDE
TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative dual-orthogonal Transformer encoder architecture with a crossover mechanism, and employing a unique IIF mask strategy (KDD 2024, main research track).
LLC Research's Repositories
llcresearch/TSDE
TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative dual-orthogonal Transformer encoder architecture with a crossover mechanism, and employing a unique IIF mask strategy (KDD 2024, main research track).
llcresearch/CompanyKG2
A Large-Scale Heterogeneous Graph for Company Similarity Quantification and Relation Prediction, accepted by KDD'2024
llcresearch/PTEC
Code repository corresponding to the paper "Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation" (NAACL 2024).
llcresearch/s3vdc
Implementation of algorithm S3VDC (Simple, Scalable, and Stable Variational Deep Clustering). Accepted by ECML'2020
llcresearch/road-discovery
The tooling and deep-learning models for fine-grained road detection from aerial/satellite images. Accepted by IJCNN'2019
llcresearch/sire
📈 SiRE (Simulation-Informed Revenue Extrapolation with Confidence Estimate for Scaleup Companies Using Scarce Time-Series Data), accepted by CIKM'2022 🗽
llcresearch/GenCeption
GenCeption is an annotation-free MLLM (Multimodal Large Language Model) evaluation framework that merely requires unimodal data to assess inter-modality semantic coherence and inversely reflects the models' inclination to hallucinate.
llcresearch/pause
🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴
llcresearch/Tactile-HCs10-LDS-toolbox
Haptic dataset HCs10 with a demo using LDS-toolbox. Different parts are accepted by AAAI'16, CVPR'16, IJCAI'16 and NeurIPS'17