Siyuan Li

Intern@ByteDance Inc.·中国·OpenReview

研究方向

Self-supervised Learning · Network Architecture · Data Augmentation · AIGC · Semi-supervised Learning · Manifold Learning · Machine Learning (Self-supervised Learning · Manifold Learning) · Computer Vision (Visual Tracking · Object Detection · etc.)

Siyuan Li

SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral

CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

SAC: Adaptive Learning Rate Scaling with Architectural Constraints

CeLLM: Can Large Language Models Achieve the AI Virtual Cell ?

Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation

PeakNovo: Towards the Robust De Novo Peptide Sequencing for Missing Spectral Peaks

LacTok: Latent Consistency Tokenizer for High-resolution Image Reconstruction and Generation by 256 Tokens

Neuro-MoBRE: Exploring Multi-subject Multi-task Intracranial Decoding via Explicit Heterogeneity Resolving

AlphaFold Database Debiasing for Robust Inverse Folding

Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings

MDTREE: A Masked Dynamic Autoregressive Model for Phylogenetic Inference

EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow

MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction

Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions: Benchmarking Large Language Models

Switch EMA: A Free Lunch for Better Flatness and Sharpness

Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning

GeneBench: Systematic Evaluation of Genomic Foundation Models and Beyond

GTR: Semi-supervised Learning with Grouping and Transporting for Robust Thresholding

OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning

OpenMeta: A Comprehensive Multi-Task Benchmark for Metagenomics Understanding