Public code repository of HEDGE submitted to KDD 2027

Multi-objective, tool-augmented symbolic regression with LLMs. Accepted to KDD 2027 (Oral).

GSM8K evaluation: Qwen-0.6B/1.7B/4B × 3 schemes (Baseline, KV-Reuse, M-Matrix)

基于GPU的ANN搜索

GPU k-NN search and k-NN graph construction on Apple silicon, built on MLX

cuVS - a library for vector search and clustering on the GPU

本项目面向中文电商图文检索这一真实问题，以 Chinese-CLIP ViT-B/16 为基础模型，在 MUGE 电商检索数据集（官方验证集）上系统比较了四类轻量化适配方法：零样本直接推理、线性探针、轻量 Adapter 与 LoRA 部分参数微调，并额外考察系统性提示模板优化。全部实验在单张 8GB 显存的 RTX 5060 Laptop GPU 上完成。

DeepSeek 4 Flash and PRO local inference engine for Metal, CUDA and ROCm

《大模型推理技术详解》— 基于 ds4 (DwarfStar) 源码的大模型推理技术教程，26 章 + 4 附录

cuda_cours_homework

Epistemic Recommendations for Latent Interest Discovery

Official code for "MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization"

[NeurIPS'25] Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction

Toolkit for generative retrieval on Korean law DBs with constrained decoding and reproducible evaluation.

Does exposure bias in logged feedback change offline conclusions about recommender models? Retrieval, ranking and generative recommendation on KuaiRand / KuaiRec, checked against random-exposure logs.

生成式检索与推荐论文目录：公开原文链接、版本信息和阅读导航。

Semantic-ID generative retrieval (TIGER) and an HSTU-style ranker in a two-stage cascade on Amazon 2023 Electronics, with a serving benchmark on one RTX 4090

Unified Schema-Based Information Extraction