PH
Pheng Ann Heng
cs.CVcs.AIcs.LGeess.IVAlgorithmsDeep LearningNeural Networks, ComputerImage Processing, Computer-AssistedUser-Computer Interfacecs.CL
On Valency
published · living versionsW_ga2kwdz9·v1 · currentpublished
RiboBridge: protein-conditioned de novo RNA binder structure design
with Zhou Zhang, Hanqun Cao, Minghao Sun, Odin Zhang +3
1 version
W_nzbtb7zy·v1published
Preprints & journals
482 papers in the corpus · 1999–2026RiboBridge: protein-conditioned de novo RNA binder structure design2610.30668v1 · Zhou Zhang, Hanqun Cao, Minghao Sun et al.2026 · 0 citationsarXivon Valency
SubcellPert: Benchmarking Subcellular Perturbation Prediction10.64898/2026.10.11.758305v1 · Wang, J., Cao, H., Dang, X. et al.2026 · 0 citationsbioRxiv
RSIPO: Recursive Self-Improving Policy Optimization for Agentic Reinforcement Learning via Skill-Policy Co-Evolution2610.15772v1 · Fan Zhang, Hao Wu, Jinyang Wu et al.2026 · 0 citationsarXiv
RSI-Anything: Unlocking Recursive Self-Improvement with World Models2610.13912v1 · Taoyong Cui, Pinxian Zeng, Wanghan Xu et al.2026 · 0 citationsarXiv
MedZERO: Self-Evolving Agents for Open-Ended Medical Reasoning Through Controlled Knowledge Accumulation2610.08327v3 · Xilin Dang, Weilin Ruan, Xue Yang et al.2026 · 0 citationsarXiv
MAGIC: an international network for evaluating generative artificial intelligence in global health.42839102 · Yang, Rui, Xuan, Weihao, Liu, Tianyu et al.2026 · 0 citationsNature medicine. 2026
CODesign: Consistency from Data to Trajectory in All-Atom Protein Binder Co-Design2610.01773v1 · Yuanle Mo, Bo Qiang, Haitao Lin et al.2026 · 0 citationsarXiv
Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images2609.36429v1 · Zijun Gao, Chunbin Gu, Jinxi Xiang et al.2026 · 0 citationsarXiv
ThinkV2V: Unleashing the Reasoning Capability of MLLMs for Instruction-Guided Video Editing2609.38541v1 · Donghao Zhou, Haoyang He, Fan Zhang et al.2026 · 0 citationsarXiv
Noisy Test-Time Reinforcement Learning for Code LLMs2609.32172v1 · Xikai Yang, Hieu Trung Nguyen, Dunyuan Xu et al.2026 · 0 citationsarXiv
Label-aware Gaussian Splatting for Medical Volume Visualization in Mixed Reality.42776865 · Li, Ruiyang, Li, Chengkun, Tong, Yuqi et al.2026 · 0 citationsIEEE transactions on visualization and computer graphics. 2026;PP
PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing2609.23784v1 · Donghao Zhou, Jia-Hui Pan, Fan Zhang et al.2026 · 0 citationsarXiv
JEPA-Anything: Learning Predictive Models across Different Worlds2609.20800v1 · Taoyong Cui, Zhongyao Wang, Xinyue Xu et al.2026 · 0 citationsarXiv
An immune world model for multiscale forecasting and therapeutic hypothesis generation2609.14709v1 · Taoyong Cui, Xi Wang, Zonghang Li et al.2026 · 0 citationsarXiv
Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images2609.12454v1 · Juzheng Miao, Yuchen Yuan, Cheng Chen et al.2026 · 0 citationsarXivon Valency
InstructPLM-mu: protein fitness prediction from structure instructions.42855442 · Xu, Junde, Shi, Yapin, Lang, Lijun et al.2026 · 0 citationsBriefings in bioinformatics. 2026;27(5)
Optimize Surgical Triplet Recognition: A Knowledge-Driven Mixture-of-Experts Solution.42647691 · Zhang, Yiyi, Yuan, Yuchen, Zheng, Ying et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;PP
Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition2608.22879v1 · Yiyi Zhang, Ying Zheng, Wenxin Fan et al.2026 · 0 citationsarXiv
Orthogonal JEPA: Factorized Predictive States for Latent World Models2608.20065v2 · Taoyong Cui, Pheng Ann Heng, Wanli Ouyang2026 · 0 citationsarXiv
ATOM: Geometry-Aware Microgesture towards Object-Agnostic Tangible Interaction2608.11871v1 · Yinqiao Wang, Hao Xu, Qixuan Liu et al.2026 · 0 citationsarXiv
VideoGAIA: A Benchmark for General AI Assistants on Agentic Video Understanding2608.14718v1 · Fan Zhang, Guangming Yao, Jinyang Wu et al.2026 · 0 citationsarXiv
MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models.42546010 · Yan, Qiao, Yuan, Yuchen, Hu, Xiaowei et al.2026 · 1 citationIEEE transactions on medical imaging. 2026;PP
VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System2607.27380v2 · Haodong Li, Tianfei Ren, Xiaoxiao Ma et al.2026 · 0 citationsarXiv
LungRes80: Towards tangled surgical workflow recognition in video-assisted thoracoscopic surgery.42526078 · Guo, Diandian, Yang, Shu, Pei, Jialun et al.2026 · 0 citationsMedical image analysis. 2026;114:104237
ObsDriveBench: Benchmarking Multimodal Understanding under Adverse Weather with Observability Awareness2607.23537v1 · Qiao Yan, Yihan Wang, Zhenghao Xing et al.2026 · 0 citationsarXiv
Exploring the Alignment of Generation and Understanding in Protein Structure Modeling2607.13503v1 · Junde Xu, Yuansheng Huang, Zijun Gao et al.2026 · 0 citationsarXiv
Capturing omega sign in the clinical assessment of depression by deep learning.42414259 · Chen, Jie, Li, Chun-Tung, Chan, Ngan Yin et al.2026 · 0 citationsTranslational psychiatry. 2026;16(1)
MT-SAM: A Mamba-Transformer Enhanced SAM With Prior-Guided Prompting for Multi-Modal Prostate Cancer Delineation.42118641 · Zhao, Litao, Zhang, Yuhan, Ji, Libiao et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(7):4058-4072
SF-Cluster: Frustration-Guided MSA Subsampling for Alternative Protein Conformation Recovery2607.00180v1 · Hanqun Cao, Zijun Gao, Chunbin Gu et al.2026 · 0 citationsarXiv
Orchestra-o1: Omnimodal Agent Orchestration2606.13707v1 · Fan Zhang, Vireo Zhang, Shengju Qian et al.2026 · 0 citationsarXiv
EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation2606.08980v1 · Runsong Zhu, Jiaxin Guo, Xiaoyang Guo et al.2026 · 0 citationsarXiv
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking2606.07689v1 · Fan Zhang, Vireo Zhang, Shengju Qian et al.2026 · 0 citationsarXiv
AlloGen: Conformation-Selective Binder Generation with Differential State Scoring2606.05474v1 · Hanqun Cao, Zachary Quinn, Aastha Pal et al.2026 · 1 citationarXiv
Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection2605.26630v1 · Lanqing Liu, Ruize Cui, Jialun Pei et al.2026 · 0 citationsarXiv
GeoCycler: Reward-Aligned 3D Diffusion for Constraint-Conditioned Cyclic Peptide Design2605.23407v1 · Jingjie Zhang, Hanqun Cao, Haosen Shi et al.2026 · 0 citationsarXiv
SurgLQA: Scalable Long-Horizon Surgical Video Question Answering2605.17915v1 · Diandian Guo, Xikai Yang, Ruiyang Li et al.2026 · 0 citationsarXiv
Learning the PTM code through a coarse-to-fine mechanism-aware framework.42140942 · Zhang, Jingjie, Cao, Hanqun, Gao, Zijun et al.2026 · 2 citationsNature communications. 2026;17(1)
ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both2605.15198v1 · Ziyu Guo, Rain Liu, Xinyan Chen et al.2026 · 0 citationsarXiv
Unifying Physically-Informed Weather Priors in A Single Model for Image Restoration Across Multiple Adverse Weather Conditions2605.13158v1 · Jiaqi Xu, Xiaowei Hu, Lei Zhu et al.2026 · 9 citationsarXiv
Does Engram Do Memory Retrieval in Autoregressive Image Generation?2605.13179v1 · Jinghao Wang, Qiyuan He, Chunbin Gu et al.2026 · 0 citationsarXiv
Fast Image Super-Resolution via Consistency Rectified Flow2605.12377v2 · Jiaqi Xu, Wenbo Li, Haoze Sun et al.2026 · 4 citationsarXiv
TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation2605.09810v1 · Hanqun Cao, Aastha Pal, Sophia Tang et al.2026 · 0 citationsarXiv
CA-DEL: An Open Multi-Target, Multi-Modal Benchmark for Learning from DNA-Encoded Library Screens2605.07439v1 · Mutian He, Hanqun Cao, Cheng Tan et al.2026 · 1 citationarXiv
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning2604.28192v3 · Hao Chen, Jiaming Liu, Zhonghao Yan et al.2026 · 0 citationsarXiv
OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation2604.11804v2 · Donghao Zhou, Guisheng Liu, Hao Yang et al.2026 · 0 citationsarXiv
Adapting 2D Multi-Modal Large Language Model for 3D CT Image Analysis2604.10233v1 · Yang Yu, Dunyuan Xu, Yaoqian Li et al.2026 · 0 citationsarXiv
Accurate and task-agnostic modeling of enzymatic reactions through multimodal relational learning.42453428 · Huang, Yuansheng, Li, Lanqing, Qian, Wenjia et al.2026 · 0 citationsActa pharmaceutica Sinica. B. 2026;16(7):4051-4066
Unlocking Positive Transfer in Incrementally Learning Surgical Instruments: A Self-reflection Hierarchical Prompt Framework2604.02877v1 · Yu Zhu, Kang Li, Zheng Li et al.2026 · 0 citationsarXiv
Advancing radiograph representation learning via cascading graph alignment for vision-language clinical concepts.42000691 · Dang, Xilin, Li, Kang, Ann Heng, Pheng2026 · 0 citationsMedical image analysis. 2026;112:104064
RiboSphere: Learning Unified and Efficient Representations of RNA Structures2603.19636v2 · Zhou Zhang, Hanqun Cao, Cheng Tan et al.2026 · 0 citationsarXiv
Career total: at least 921 works. 482 are in this corpus.Showing the 50 most recent.
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