Researcher — paper.dinq.me

2026 顶会论文

作者位次 #4/5NeurIPS 2026Oral

Generative Modeling via Drifting

Mingyang Deng · He Li · Tianhong Li · Yilun Du · Kaiming He

OpenReview

作者位次 #7/7NeurIPS 2026Poster

Unified Generative-Predictive Modeling for 4D Scene Understanding

Amani Kiruga · Zhiyi Li · Ruojin Cai · Hansen Lillemark · Xiaoshan Wu · Ayush Tewari · Yilun Du

OpenReview

作者位次 #8/9NeurIPS 2026Oral

SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators

Yuncong Yang · Zhengtao Han · Furkan Ozyurt · Zeyuan Yang · Han Yang · Junyi Cao · Haoyu Zhen · Yilun Du · Chuang Gan

多模态社会与人本OpenReview

作者位次 #2/3NeurIPS 2026Poster· Applications / Robotics

Model-Based Online Decision Making via Generative Trajectory Planning

Haldun Balim · Yilun Du · Na Li

推理OpenReview

作者位次 #16/16NeurIPS 2026Poster

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

Zhenting Qi · Ao Qu · Huangyuan Su · Chenyu Wang · Yu Yao · Han Zheng · Kushal Chattopadhyay · Guowei Xu · Zihan Wang · Weirui Ye · Vijay Janapa Reddi · Ju Li · Paul Liang · Hima Lakkaraju · Sham Kakade · Yilun Du

智能体与工具OpenReview

作者位次 #6/7NeurIPS 2026Poster

Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation

Michal Balcerak · Suprosanna Shit · Chinmay Prabhakar · Sebastian Kaltenbach · Michael Albergo · Yilun Du · Bjoern Menze

对齐与偏好OpenReview

作者位次 #3/3NeurIPS 2026Poster

Few-shot Task Learning via Compositional Concept Inference

Hanming Ye · Yiding Song · Yilun Du

效率与系统长上下文与架构OpenReview

作者位次 #3/4NeurIPS 2026Poster

Iterative Gumbel Planning for Continuous Control

Shaohuai Liu · Weirui Ye · Yilun Du · Le Xie

推理OpenReview

作者位次 #5/5NeurIPS 2026Poster

Temporal Backtracking Search for Test-time Generative Video Reasoning

SeJoon Jun · Zheng Ding · Huangyuan Su · Weirui Ye · Yilun Du

推理多模态检索与知识OpenReview

作者位次 #3/3NeurIPS 2026Poster

Finetuning with Sampling: Make SFT Generalize, Not Forget

Aayush Karan · Sitan Chen · Yilun Du

理论与学习动力学OpenReview

作者位次 #2/2NeurIPS 2026Poster

Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models

Runqian (Ray) Wang · Yilun Du

OpenReview

作者位次 #5/8NeurIPS 2026Poster

Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning

Hansen Lillemark · Alex Rojas · Zachary Novack · Runqian (Ray) Wang · Yilun Du · Yian Ma · Taylor Berg-Kirkpatrick · Rose Yu

多模态OpenReview

作者位次 #4/6NeurIPS 2026Poster

Beckmann Transport Models: From Autonomous Flows to One-Step Maps

Lee Kit · Florentin Coeurdoux · Peter Potaptchik · Yilun Du · Michael Albergo · Eric Vanden-Eijnden

OpenReview

作者位次 #9/9NeurIPS 2026Poster

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry

Yuejiang Liu · Fan Feng · Lingjing Kong · Weifeng Lu · Jinzhou Tang · Kun Zhang · Kevin Murphy · Chelsea Finn · Yilun Du

强化学习与后训练OpenReview

作者位次 #9/11NeurIPS 2026Poster

Masked Visual Actions for Unified World Modeling

Hadi Alzayer · Wenlong Huang · Haonan Chen · Christopher Luey · Lvmin Zhang · Maneesh Agrawala · Gordon Wetzstein · Fei-Fei Li · Yilun Du · Jiajun Wu · Jia-Bin Huang

多模态OpenReview

作者位次 #4/4NeurIPS 2026Poster

Unifying Reasoning and Planning through Energy Minimization

Adrian Rodriguez · Angelica Kim · Yunhui Guo · Yilun Du

推理OpenReview

作者位次 #6/10NeurIPS 2026Poster

Action Images: End-to-End Policy Learning via Multiview Video Generation

Haoyu Zhen · Zixian Gao · Qiao Sun · yilin zhao · Yuncong Yang · Yilun Du · Pengsheng Guo · Tsun-Hsuan Johnson Wang · Yi-Ling Qiao · Chuang Gan

多模态OpenReview

作者位次 #6/8NeurIPS 2026Poster

Trajectory Planning without Trajectory Data: A Manifold-Guided Approach

Silong Yong · Anji Liu · Cunxi Dai · Carl Busart · Guanya Shi · Yilun Du · Katia Sycara · Yaqi Xie

推理OpenReview

作者位次 #11/11NeurIPS 2026Spotlight

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting

Tianyu Wu · Yu Yao · Zhenting Qi · Han Zheng · Chengxi Zhang · Zhuohan Wang · Haoran Ma · Zichun Liao · Hima Lakkaraju · Ju Li · Yilun Du

效率与系统OpenReview

作者位次 #5/6NeurIPS 2026Spotlight

MoSE3: Learning World-Space SE(3) at Every Pixel

Jiahuan(Joanna) Cheng · Zhiyi Li · Tian Xia · Ruojin Cai · Yilun Du · Qianqian Wang

OpenReview

作者位次 #7/7CVPR 2026Poster· Computer Vision & Pattern Recognition

SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models

Haowen Liu · Shaoxiong Yao · Haonan Chen · Jiawei Gao · Jiayuan Mao · Jia-Bin Huang · Yilun Du

推理多模态社会与人本OpenReview 项目页

Yilun Du

获取完整研究档案

联系方式

2026 顶会论文

Generative Modeling via Drifting

Unified Generative-Predictive Modeling for 4D Scene Understanding

SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators

Model-Based Online Decision Making via Generative Trajectory Planning

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation

Few-shot Task Learning via Compositional Concept Inference

Iterative Gumbel Planning for Continuous Control

Temporal Backtracking Search for Test-time Generative Video Reasoning

Finetuning with Sampling: Make SFT Generalize, Not Forget

Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models

Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning

Beckmann Transport Models: From Autonomous Flows to One-Step Maps

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry

Masked Visual Actions for Unified World Modeling

Unifying Reasoning and Planning through Energy Minimization

Action Images: End-to-End Policy Learning via Multiview Video Generation

Trajectory Planning without Trajectory Data: A Manifold-Guided Approach

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting

MoSE3: Learning World-Space SE(3) at Every Pixel

SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models

常见合作者