Ling Yang

Princeton University, NJ, USA

39 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1905-8053 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×10 ICLR ×9 ICDE ×4 AAAI ×3 ACM MM ×3 EMNLP ×3 ICCV ×2 ICML ×2 ACL ×1 CVPR ×1 SIGMOD ×1

Frequent coauthors

Bin Cui

×17

Wentao Zhang

×16

Mengdi Wang

×9

Ye Tian

×6

Zhaochen Yu

×6

Minkai Xu

×6

Shengyuan Zhang

×4

Zejian Li

×4

Lingyun Sun

×4

Jiahao Qiu

×4

Xinchen Zhang

×4

Yunhai Tong

×4

Papers

Diffusion Distillation with Direct Preference Optimization for Efficient 3D LiDAR Scene Completion
AAAI 2026 ·
An Zhao
,
Shengyuan Zhang
,
Zejian Li
, Ling Yang,
Pei Chen
,
Jiale Wu
,
Haoran Xu
,
Anyang Wei
,
Perry Pengyun Gu
,
Lingyun Sun
Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning
NeurIPS 2025 ·
Yinjie Wang
, Ling Yang,
Ye Tian
,
Ke Shen
,
Mengdi Wang
Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion
ICCV 2025 ·
Shengyuan Zhang
,
An Zhao
, Ling Yang,
Zejian Li
,
Chenye Meng
,
Haoran Xu
,
Tianrun Chen
,
Anyang Wei
,
Perry Pengyun Gu
,
Lingyun Sun
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
ICLR 2025 ·
Shengyuan Zhang
, Ling Yang,
Zejian Li
,
An Zhao
,
Chenye Meng
,
Changyuan Yang
,
Guang Yang
,
Zhiyuan Yang
,
Lingyun Sun
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
ACM MM 2025 ·
Bohan Zeng
, Ling Yang,
Jiaming Liu
,
Minghao Xu
,
Yuanxing Zhang
,
Pengfei Wan
,
Wentao Zhang
,
Shuicheng Yan
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
ACL 2025 ·
Tianyi Bai
, Ling Yang,
Zhen Hao Wong
,
Fupeng Sun
,
Xinlin Zhuang
,
Jiahui Peng
,
Chi Zhang
,
Lijun Wu
,
Jiantao Qiu
,
Wentao Zhang
,
Binhang Yuan
,
Conghui He
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety
EMNLP 2025 ·
Jiahao Qiu
,
Yinghui He
,
Xinzhe Juan
,
Yimin Wang
,
Yuhan Liu
,
Zixin Yao
,
Yue Wu
,
Xun Jiang
, Ling Yang,
Mengdi Wang
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning
ICLR 2025 ·
Minghao Xu
,
Yunteng Geng
,
Yihang Zhang
, Ling Yang,
Jian Tang
,
Wentao Zhang
HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
NeurIPS 2025 · Ling Yang,
Xinchen Zhang
,
Ye Tian
,
Shiyi Zhang
,
Chenming Shang
,
Minghao Xu
,
Wentao Zhang
,
Bin Cui
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
ICLR 2025 ·
Bohan Zeng
,
Shanglin Li
,
Yutang Feng
, Ling Yang,
Juan Zhang
,
Hong Li
,
Jiaming Liu
,
Conghui He
,
Wentao Zhang
,
Jianzhuang Liu
,
Baochang Zhang
,
Shuicheng Yan
Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models
ACM MM 2025 ·
Zejian Li
,
Yize Li
,
Chenye Meng
,
Zhongni Liu
, Ling Yang,
Shengyuan Zhang
,
Guang Yang
,
Changyuan Yang
,
Zhiyuan Yang
,
Lingyun Sun
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
ICLR 2025 ·
Xinchen Zhang
, Ling Yang,
Guohao Li
,
Yaqi Cai
,
Jiake Xie
,
Yong Tang
,
Yujiu Yang
,
Mengdi Wang
,
Bin Cui
MMaDA: Multimodal Large Diffusion Language Models
NeurIPS 2025 · Ling Yang,
Ye Tian
,
Bowen Li
,
Xinchen Zhang
,
Ke Shen
,
Yunhai Tong
,
Mengdi Wang
Preacher: Paper-to-Video Agentic System
ICCV 2025 ·
Jingwei Liu
, Ling Yang,
Hao Luo
,
Fan Wang
,
Hongyan Li
,
Mengdi Wang
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
NeurIPS 2025 ·
Jiaru Zou
, Ling Yang,
Jingwen Gu
,
Jiahao Qiu
,
Ke Shen
,
Jingrui He
,
Mengdi Wang
Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow
ICLR 2025 ·
Fu-Yun Wang
, Ling Yang,
Zhaoyang Huang
,
Mengdi Wang
,
Hongsheng Li
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
ICLR 2025 · Ling Yang,
Zhaochen Yu
,
Tianjun Zhang
,
Minkai Xu
,
Joseph E. Gonzalez
,
Bin Cui
,
Shuicheng Yan
Temporal Consistency for LLM Reasoning Process Error Identification
EMNLP 2025 ·
Jiacheng Guo
,
Yue Wu
,
Jiahao Qiu
,
Kaixuan Huang
,
Xinzhe Juan
, Ling Yang,
Mengdi Wang
Towards Scalable and Deep Graph Neural Networks via Noise Masking
AAAI 2025 ·
Yuxuan Liang
,
Wentao Zhang
,
Zeang Sheng
, Ling Yang,
Quanqing Xu
,
Jiawei Jiang
,
Yunhai Tong
,
Bin Cui
Training-Free Heterogeneous Graph Condensation via Data Selection
ICDE 2025 ·
Yuxuan Liang
,
Wentao Zhang
,
Xinyi Gao
, Ling Yang,
Chong Chen
,
Hongzhi Yin
,
Yunhai Tong
,
Bin Cui
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
NeurIPS 2025 ·
Jiaru Zou
,
Yikun Ban
,
Zihao Li
,
Yunzhe Qi
,
Ruizhong Qiu
, Ling Yang,
Jingrui He
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
EMNLP 2025 ·
Jiahao Qiu
,
Yifu Lu
,
Yifan Zeng
,
Jiacheng Guo
,
Jiayi Geng
,
Chenhao Zhu
,
Xinzhe Juan
, Ling Yang,
Huazheng Wang
,
Kaixuan Huang
,
Yue Wu
,
Mengdi Wang
BIM: Improving Graph Neural Networks with Balanced Influence Maximization
ICDE 2024 ·
Wentao Zhang
,
Xinyi Gao
, Ling Yang,
Meng Cao
,
Ping Huang
,
Jiulong Shan
,
Hongzhi Yin
,
Bin Cui
Binding-Adaptive Diffusion Models for Structure-Based Drug Design
AAAI 2024 ·
Zhilin Huang
, Ling Yang,
Zaixi Zhang
,
Xiangxin Zhou
,
Yu Bao
,
Xiawu Zheng
,
Yuwei Yang
,
Yu Wang
,
Wenming Yang
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
NeurIPS 2024 · Ling Yang,
Zhaochen Yu
,
Tianjun Zhang
,
Shiyi Cao
,
Minkai Xu
,
Wentao Zhang
,
Joseph E. Gonzalez
,
Bin Cui
Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
ICLR 2024 · Ling Yang,
Zhilong Zhang
,
Zhaochen Yu
,
Jingwei Liu
,
Minkai Xu
,
Stefano Ermon
,
Bin Cui
Distribution-Aware Data Expansion with Diffusion Models
NeurIPS 2024 ·
Haowei Zhu
, Ling Yang,
Jun-Hai Yong
,
Hongzhi Yin
,
Jiawei Jiang
,
Meng Xiao
,
Wentao Zhang
,
Bin Wang
HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism
ICDE 2024 ·
Yuxuan Liang
,
Wentao Zhang
,
Zeang Sheng
, Ling Yang,
Jiawei Jiang
,
Yunhai Tong
,
Bin Cui
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
ICML 2024 ·
Zhilin Huang
, Ling Yang,
Xiangxin Zhou
,
Chujun Qin
,
Yijie Yu
,
Xiawu Zheng
,
Zikun Zhou
,
Wentao Zhang
,
Yu Wang
,
Wenming Yang
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
ICML 2024 · Ling Yang,
Zhaochen Yu
,
Chenlin Meng
,
Minkai Xu
,
Stefano Ermon
,
Bin Cui
Motion-aware Latent Diffusion Models for Video Frame Interpolation
ACM MM 2024 ·
Zhilin Huang
,
Yijie Yu
, Ling Yang,
Chujun Qin
,
Bing Zheng
,
Xiawu Zheng
,
Zikun Zhou
,
Yaowei Wang
,
Wenming Yang
Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
ICDE 2024 ·
Yuhao Tang
,
Junyu Luo
, Ling Yang,
Xiao Luo
,
Wentao Zhang
,
Bin Cui
NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention
SIGMOD 2024 ·
Wentao Zhang
,
Guochen Yan
,
Yu Shen
, Ling Yang,
Yangyu Tao
,
Bin Cui
,
Jian Tang
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
ICLR 2024 ·
Zhilin Huang
, Ling Yang,
Xiangxin Zhou
,
Zhilong Zhang
,
Wentao Zhang
,
Xiawu Zheng
,
Jie Chen
,
Yu Wang
,
Bin Cui
,
Wenming Yang
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
NeurIPS 2024 ·
Xinchen Zhang
, Ling Yang,
Yaqi Cai
,
Zhaochen Yu
,
Kai-Ni Wang
,
Jiake Xie
,
Ye Tian
,
Minkai Xu
,
Yong Tang
,
Yujiu Yang
,
Bin Cui
Retrieval-Augmented Diffusion Models for Time Series Forecasting
NeurIPS 2024 ·
Jingwei Liu
, Ling Yang,
Hongyan Li
,
Shenda Hong
Structure-Guided Adversarial Training of Diffusion Models
CVPR 2024 · Ling Yang,
Haotian Qian
,
Zhilong Zhang
,
Jingwei Liu
,
Bin Cui
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
ICLR 2024 · Ling Yang,
Ye Tian
,
Minkai Xu
,
Zhongyi Liu
,
Shenda Hong
,
Wei Qu
,
Wentao Zhang
,
Bin Cui
,
Muhan Zhang
,
Jure Leskovec
VideoTetris: Towards Compositional Text-to-Video Generation
NeurIPS 2024 ·
Ye Tian
, Ling Yang,
Haotian Yang
,
Yuan Gao
,
Yufan Deng
,
Xintao Wang
,
Zhaochen Yu
,
Xin Tao
,
Pengfei Wan
,
Di Zhang
,
Bin Cui