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2026 顶会论文

作者位次 #6/10ICLR 2026Poster· Computer Vision / Image and Video Generation

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

Yufei Huang · Liangyu Yuan · Changxi Chi · Yunfan Liu · Cheng Tan · Siyuan Li · Jingbo Zhou · Haitao Lin · Chang Yu · Stan Z. Li

多模态OpenReview

作者位次 #10/12ICLR 2026Poster· Applications / Genetics, Cell Biology, Health, etc

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

Changxi Chi · Jun Xia · Yufei Huang · Zhuoli Ouyang · Cheng Tan · Yunfan Liu · Jingbo Zhou · Chang Yu · Liangyu Yuan · Siyuan Li · Zelin Zang · Stan Z. Li

效率与系统社会与人本OpenReview

作者位次 #2/5ICLR 2026Poster· Computer Vision / Vision Models & Multimodal

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

Xin Jin · Siyuan Li · Siyong Jian · Kai Yu · Huan Wang

多模态OpenReview

作者位次 #2/11ICLR 2026Poster· Applications / Genetics, Cell Biology, Health, etc

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

Chang Yu · Siyuan Li · Zicheng Liu · Jingbo Zhou · Xianglong Guo · Kai Yu · Yuqing Zhou · Ken Li · Zelin Zang · Zhen Lei · Stan Z. Li

推理强化学习与后训练社会与人本OpenReview

作者位次 #5/10CVPR 2026Poster· Computer Vision & Pattern Recognition

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models

Jingxuan Wei · Caijun jia · Xi Bai · Xinglong Xu · Siyuan Li · Linzhuang Sun · Bihui Yu · Conghui He · Lijun Wu · Cheng Tan

多模态推理评测与基准OpenReview 项目页

一作KDD 2026Oral· Knowledge Discovery & Data Mining

Compliance-to-Code : Enhancing Financial Compliance Checking via Code Generation

Siyuan Li · Jian Chen · Rui Yao · Xuming Hu · Peilin Zhou · Weihua Qiu · Simin Zhang · Chucheng Dong · Zhiyao Li · Qipeng Xie · Zixuan Yuan

检索与知识代码OpenReview

作者位次 #2/4KDD 2026Oral· Knowledge Discovery & Data Mining

From Statute to Control Flow: Span-Grounded Deontic Trees for Defeasible Scope Parsing

Jian Chen · Siyuan Li · Chucheng Wan · Zixuan Yuan

检索与知识OpenReview

一作AAAI 2026Poster· Artificial Intelligence

MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging

Siyuan Li · Kai Yu · Anna Wang · Zicheng Liu · Chang Yu · Jingbo Zhou · Qirong Yang · Yucheng Guo · Xiaoming Zhang · Stan Z. Li

数据与预训练OpenReview

作者位次 #6/9AAAI 2026Poster· Artificial Intelligence

TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling

Qirong Yang · Yucheng Guo · Zicheng Liu · Yujie Yang · Qijin Yin · Siyuan Li · Shaomin Ji · Linlin Chao · Xiaoming Zhang

效率与系统OpenReview

Siyuan Li

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