Pinned Repositories
awesome-material
awesome material
Awesome-Robustness-Adversarial-Attacks-and-Defenses-for-Information-Retrieval
A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free to open a PR to include them! And any feedback and contributions are welcome!
bayesian-retrieval
beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
Bigscity-LibTraffic
LibTraffic: An Open Library for Traffic Prediction
CEC-Corpus
:books:中文突发事件语料库（Chinese Emergency Corpus）-上海大学-语义智能实验室
H3GNN
This is the code we prepared for our manuscript that submitted to TKDD.
HHGNN
This is for our CIKM2022 paper《Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility 》
HMGCL
This is code for our WWWJ paper《HMGCL: Heterogeneous Multigraph Contrastive Learning for LBSN Friend Recommendation》
liyongkang123.github.io
liyongkang123's Repositories
liyongkang123/HHGNN
This is for our CIKM2022 paper《Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility 》
liyongkang123/HMGCL
This is code for our WWWJ paper《HMGCL: Heterogeneous Multigraph Contrastive Learning for LBSN Friend Recommendation》
liyongkang123/Awesome-Robustness-Adversarial-Attacks-and-Defenses-for-Information-Retrieval
A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free to open a PR to include them! And any feedback and contributions are welcome!
liyongkang123/bayesian-retrieval
liyongkang123/beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
liyongkang123/Bigscity-LibTraffic
LibTraffic: An Open Library for Traffic Prediction
liyongkang123/ColBERT
Stanford ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)
liyongkang123/H3GNN
This is the code we prepared for our manuscript that submitted to TKDD.
liyongkang123/liyongkang123.github.io
liyongkang123/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
liyongkang123/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
liyongkang123/DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
liyongkang123/GradCache
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
liyongkang123/LibMTL
A PyTorch Library for Multi-Task Learning
liyongkang123/lightning-ir
One-stop shop for running and fine-tuning transformer-based language models for retrieval
liyongkang123/mlcourse
Machine learning course materials.
liyongkang123/Multicore-TSNE
Parallel t-SNE implementation with Python and Torch wrappers.
liyongkang123/nanoColBERT
Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).
liyongkang123/nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
liyongkang123/PAT
Imitation Adversarial Attacks for Black-box Neural Ranking Models
liyongkang123/pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
liyongkang123/RL4LMs
A modular RL library to fine-tune language models to human preferences
liyongkang123/Semantic-Retrieval-Models
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
liyongkang123/tevatron
Tevatron - A flexible toolkit for neural retrieval research and development.
liyongkang123/Time-Series-Work-Conference
liyongkang123/trl
Train transformer language models with reinforcement learning.
liyongkang123/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
liyongkang123/TrustLLM
[ICML 2024] TrustLLM: Trustworthiness in Large Language Models
liyongkang123/unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
liyongkang123/vec2text
utilities for decoding deep representations (like sentence embeddings) back to text