Ying Nian Wu

40 papers at tracked venues · 33 at CORE A* · active 2024–2026

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Venues

NeurIPS ×12 ICLR ×9 ACL ×7 AAAI ×2 ECCV ×2 ICML ×2 IROS ×2 NAACL ×2 CVPR ×1 RSS ×1

Frequent coauthors

Kai-Wei Chang

×6

Tong Geng

×5

Dongfang Liu

×5

Xiao Liang

×4

Chunshu Wu

×4

Deqian Kong

×4

Dehong Xu

×4

Jianwen Xie

×4

Eric Hanchen Jiang

×3

Yelong Shen

×3

Weizhu Chen

×3

Yeyun Gong

×3

Papers

Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
ACL 2026 ·
Eric Hanchen Jiang
,
Levina Li
,
Frank Wan
,
Xiao Liang
,
Sophia Yin
,
Yuchen Wu
,
Xinfeng Li
,
Yizhou Sun
,
Wei Wang
,
Kai-Wei Chang
, Ying Nian Wu
Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions
ACL 2026 ·
Boyan Duan
,
Xiao Liang
,
Shuai Lu
,
Yaoxiang Wang
,
Yelong Shen
,
Kai-Wei Chang
, Ying Nian Wu,
Mao Yang
,
Weizhu Chen
,
Yeyun Gong
Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
ACL 2026 ·
Eric Hanchen Jiang
,
Weixuan Ou
,
Run Liu
,
Shengyuan Pang
,
Guancheng Wan
,
Ranjie Duan
,
Wei Dong
,
Kai-Wei Chang
,
Xiaofeng Wang
, Ying Nian Wu,
Xinfeng Li
Simple Role Assignment is Extraordinarily Effective for Safety Alignment
ACL 2026 ·
Zhou Ziheng
,
Jiakun Ding
,
Zhaowei Zhang
,
Ruosen Gao
, Ying Nian Wu,
Demetri Terzopoulos
,
Yipeng Kang
,
Fangwei Zhong
,
Junqi Wang
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
ACL 2026 ·
Xiao Liang
,
Zhong-Zhi Li
,
Zhenghao Lin
,
Eric Hanchen Jiang
,
Hengyuan Zhang
,
Yelong Shen
,
Kai-Wei Chang
, Ying Nian Wu,
Yeyun Gong
,
Weizhu Chen
Why Are We Moral? An LLM-based Agent Simulation Approach to the Study of Moral Evolution
ACL 2026 ·
Zhou Ziheng
,
Huacong Tang
,
Mingjie Bi
,
Wanying He
,
Fang Sun
,
Yizhou Sun
, Ying Nian Wu,
Demetri Terzopoulos
,
Yipeng Kang
,
Fangwei Zhong
An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning
ICML 2025 ·
Chuan Liu
,
Chunshu Wu
,
Ruibing Song
,
Ang Li
, Ying Nian Wu,
Tong Geng
DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models
ICLR 2025 ·
Ruibing Song
,
Chuan Liu
,
Chunshu Wu
,
Ang Li
,
Dongfang Liu
, Ying Nian Wu,
Tong Geng
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
ICLR 2025 ·
Chuan Liu
,
Chunshu Wu
,
Shihui Cao
,
Mingkai Chen
,
James Chenhao Liang
,
Ang Li
,
Michael Huang
,
Chuang Ren
, Ying Nian Wu,
Dongfang Liu
,
Tong Geng
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
NeurIPS 2025 ·
Yining Hong
,
Rui Sun
,
Bingxuan Li
,
Xingcheng Yao
,
Maxine Wu
,
Alexander Chien
,
Da Yin
, Ying Nian Wu,
Zhecan James Wang
,
Kai-Wei Chang
Explore the Reasoning Capability of LLMs in the Chess Testbed
NAACL 2025 ·
Shu Wang
,
Lei Ji
,
Renxi Wang
,
Wenxiao Zhao
,
Haokun Liu
,
Yifan Hou
, Ying Nian Wu
Latent Thought Models with Variational Bayes Inference-Time Computation
ICML 2025 ·
Deqian Kong
,
Minglu Zhao
,
Dehong Xu
,
Bo Pang
,
Shu Wang
,
Edouardo Honig
,
Zhangzhang Si
,
Chuan Li
,
Jianwen Xie
,
Sirui Xie
, Ying Nian Wu
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
NeurIPS 2025 ·
Haoyang Fang
,
Boran Han
,
Nick Erickson
,
Xiyuan Zhang
,
Su Zhou
,
Anirudh Dagar
,
Jiani Zhang
,
Ali Caner Türkmen
,
Tony Hu
,
Huzefa Rangwala
, Ying Nian Wu,
Yuyang Wang
,
George Karypis
Monitoring Primitive Interactions During the Training of DNNs
AAAI 2025 ·
Jie Ren
,
Xinhao Zheng
,
Jiyu Liu
,
Andrew Lizarraga
, Ying Nian Wu,
Liang Lin
,
Quanshi Zhang
On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
ICLR 2025 ·
Dehong Xu
,
Ruiqi Gao
,
Wenhao Zhang
,
Xue-Xin Wei
, Ying Nian Wu
On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models
NAACL 2025 ·
Tianyang Zhao
,
Kunwar Yashraj Singh
,
Srikar Appalaraju
,
Peng Tang
, Ying Nian Wu,
Li Erran Li
Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning
NeurIPS 2025 ·
Ruiyao Miao
,
Junren Xiao
,
Shiya Tsang
,
Hui Xiong
, Ying Nian Wu
Place Cells as Multi-Scale Position Embeddings: Random Walk Transition Kernels for Path Planning
NeurIPS 2025 ·
Minglu Zhao
,
Dehong Xu
,
Deqian Kong
,
Wenhao Zhang
, Ying Nian Wu
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
ICLR 2025 ·
Yining Hong
,
Beide Liu
,
Maxine Wu
,
Yuanhao Zhai
,
Kai-Wei Chang
,
Linjie Li
,
Kevin Lin
,
Chung-Ching Lin
,
Jianfeng Wang
,
Zhengyuan Yang
, Ying Nian Wu,
Lijuan Wang
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
NeurIPS 2025 ·
Xiao Liang
,
Zhong-Zhi Li
,
Yeyun Gong
,
Yang Wang
,
Hengyuan Zhang
,
Yelong Shen
, Ying Nian Wu,
Weizhu Chen
Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts
ACL 2025 ·
Jingxuan Li
,
Yuning Yang
,
Shengqi Yang
,
Linfan Zhang
, Ying Nian Wu
Visual Agents as Fast and Slow Thinkers
ICLR 2025 ·
Guangyan Sun
,
Mingyu Jin
,
Zhenting Wang
,
Cheng-Long Wang
,
Siqi Ma
,
Qifan Wang
,
Tong Geng
, Ying Nian Wu,
Yongfeng Zhang
,
Dongfang Liu
Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication
NeurIPS 2024 ·
Yunuo Chen
,
Tianyi Xie
,
Zeshun Zong
,
Xuan Li
,
Feng Gao
,
Yin Yang
, Ying Nian Wu,
Chenfanfu Jiang
EM Distillation for One-step Diffusion Models
NeurIPS 2024 ·
Sirui Xie
,
Zhisheng Xiao
,
Diederik P. Kingma
,
Tingbo Hou
, Ying Nian Wu,
Kevin P. Murphy
,
Tim Salimans
,
Ben Poole
,
Ruiqi Gao
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
NeurIPS 2024 ·
Yasi Zhang
,
Peiyu Yu
,
Yaxuan Zhu
,
Yingshan Chang
,
Feng Gao
, Ying Nian Wu,
Oscar Leong
INTERPRET: Interactive Predicate Learning from Language Feedback for Generalizable Task Planning
RSS 2024 ·
Muzhi Han
,
Yifeng Zhu
,
Song-Chun Zhu
, Ying Nian Wu,
Yuke Zhu
Image Translation as Diffusion Visual Programmers
ICLR 2024 ·
Cheng Han
,
James Chenhao Liang
,
Qifan Wang
,
Majid Rabbani
,
Sohail A. Dianat
,
Raghuveer Rao
, Ying Nian Wu,
Dongfang Liu
LLM3: Large Language Model-based Task and Motion Planning with Motion Failure Reasoning
IROS 2024 ·
Shu Wang
,
Muzhi Han
,
Ziyuan Jiao
,
Zeyu Zhang
, Ying Nian Wu,
Song-Chun Zhu
,
Hangxin Liu
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
NeurIPS 2024 ·
Deqian Kong
,
Dehong Xu
,
Minglu Zhao
,
Bo Pang
,
Jianwen Xie
,
Andrew Lizarraga
,
Yuhao Huang
,
Sirui Xie
, Ying Nian Wu
Learning Concept-Based Causal Transition and Symbolic Reasoning for Visual Planning
IROS 2024 ·
Yilue Qian
,
Peiyu Yu
, Ying Nian Wu,
Yao Su
,
Wei Wang
,
Lifeng Fan
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
ICLR 2024 ·
Yaxuan Zhu
,
Jianwen Xie
, Ying Nian Wu,
Ruiqi Gao
Learning for Transductive Threshold Calibration in Open-World Recognition
CVPR 2024 ·
Qin Zhang
,
Dongsheng An
,
Tianjun Xiao
,
Tong He
,
Qingming Tang
, Ying Nian Wu,
Joseph Tighe
,
Yifan Xing
Molecule Design by Latent Prompt Transformer
NeurIPS 2024 ·
Deqian Kong
,
Yuhao Huang
,
Jianwen Xie
,
Edouardo Honig
,
Ming Xu
,
Shuanghong Xue
,
Pei Lin
,
Sanping Zhou
,
Sheng Zhong
,
Nanning Zheng
, Ying Nian Wu
Neural-Symbolic Recursive Machine for Systematic Generalization
ICLR 2024 ·
Qing Li
,
Yixin Zhu
,
Yitao Liang
, Ying Nian Wu,
Song-Chun Zhu
,
Siyuan Huang
No Head Left Behind - Multi-Head Alignment Distillation for Transformers
AAAI 2024 ·
Tianyang Zhao
,
Kunwar Yashraj Singh
,
Srikar Appalaraju
,
Peng Tang
,
Vijay Mahadevan
,
R. Manmatha
, Ying Nian Wu
Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models
ECCV 2024 ·
Yasi Zhang
,
Peiyu Yu
, Ying Nian Wu
Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation
ECCV 2024 ·
Yingshan Chang
,
Yasi Zhang
,
Zhiyuan Fang
, Ying Nian Wu,
Yonatan Bisk
,
Feng Gao
The motion planning neural circuit in goal-directed navigation as Lie group operator search
NeurIPS 2024 ·
Junfeng Zuo
, Ying Nian Wu,
Si Wu
,
Wenhao Zhang
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
ICLR 2024 ·
Qin Zhang
,
Linghan Xu
,
Jun Fang
,
Qingming Tang
, Ying Nian Wu,
Joseph Tighe
,
Yifan Xing
Visual Fourier Prompt Tuning
NeurIPS 2024 ·
Runjia Zeng
,
Cheng Han
,
Qifan Wang
,
Chunshu Wu
,
Tong Geng
,
Lifu Huang
, Ying Nian Wu,
Dongfang Liu