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Heng Chang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

44

Venues

19

Active years

2010–2026

Best venue rank

A*

Where they publish

Papers

44 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIUNO! UNified Offline Training Paradigm for Learning Path Recommendation.Linzhi Peng, Wentao Zhu, Ke Cheng, Heng Chang, Junchen Ye, Bowen Du, Weifeng Lv
2026ACLFrom Implicit Graph Encoding to Explicit Evidence: A Training-Free LLM Framework for Temporal Knowledge Graph Reasoning.Guo Tang, Ke Cheng, Huiming Fan, Heng Chang, Wenxiang Zheng, Xianhao Ou, Junjia Xiang, Ming Liu, Yujun Zhou, Li Lanyu, Bing Qin
2026WWWBeyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations.Zerui Chen, Heng Chang, Tianying Liu, Chuantian Zhou, Yi Cao, Jiandong Ding, Ming Liu, Bing Qin
2026WWWGraphRAG-R1: Graph Retrieval-Augmented Generation with Process-Constrained Reinforcement Learning.Chuanyue Yu, Kuo Zhao, Yuhan Li, Heng Chang, Mingjian Feng, Xiangzhe Jiang, Yufei Sun, Jia Li, Yuzhi Zhang, Qingyun Sun, Jianxin Li, Ziwei Zhang
2026SIGIRCross-Domain Interest Representation Learning for Scenario- and Task-Aware Recommendation.Bokai Lin, Naijun Gao, Yucen Gao, Heng Chang, Cheng Hu, Zhinan Zhang, Xiaofeng Gao
2026WSDMRPE4Rec: Enhancing Dynamic Node Retrieval with Efficient Relative Position Encoding for Recommendation Systems.Ke Cheng, Heng Chang, Pengyang Wang, Liang Gu, Jiandong Ding, Yi Cao, Junchen Ye, Bowen Du
2025AAAIUnlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient.Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Heng Chang, Wenbo Zhu, Xinting Hu, Xiao Zhou, Xu Yang
2025AAAIReMask-Animate: Refined Character Image Animation Using Mask-Guided Adapters.Xunzhi Xiang, Haiwei Xue, Zonghong Dai, Di Wang, Minglei Li, Ye Yue, Fei Ma, Weijiang Yu, Heng Chang, Fei Richard Yu
2025AAAIPointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis.Yifan Xie, Tao Feng, Xin Zhang, Xiangyang Luo, Zixuan Guo, Weijiang Yu, Heng Chang, Fei Ma, Fei Richard Yu
2025ACLOne QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments.Ke Yi, Yuhui Xu, Heng Chang, Yuan Meng, Tong Zhang, Jia Li
2025ACLFrom Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities.Shixin Jiang, Jiafeng Liang, Jiyuan Wang, Xuan Dong, Heng Chang, Weijiang Yu, Jinhua Du, Ming Liu, Bing Qin
2025ACLVReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism.Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu
2025EMNLPHow do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future.Zerui Chen, Huiming Fan, Qianyu Wang, Tao He, Ming Liu, Heng Chang, Weijiang Yu, Ze Li, Bing Qin
2025ICASSPImplanting Robust Watermarks in Latent Diffusion Models for Video Generation.Xiaohang Liu, Heng Chang, Jinfu Wei, Lei Zhu, Li Liu, Likun Li, Shiji Zhou, Chengyuan Li, Di Xu, Wei Gao
2025ICASSPDual-Process Watermarked Diffusion: Integrating Watermarking With Denoising in Point Clouds.Jinfu Wei, Heng Chang, Xiaohang Liu, Li Liu, Likun Li, Shiji Zhou, Chengyuan Li, Di Xu, Wei Gao, Ran Liao
2025ICMLHgformer: Hyperbolic Graph Transformer for Collaborative Filtering.Xin Yang, Xingrun Li, Heng Chang, Jinze Yang, Xihong Yang, Shengyu Tao, Maiko Shigeno, Ningkang Chang, Junfeng Wang, Dawei Yin, Erxue Min
2025IJCNLPProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses.Chang Zong, Yuyan Chen, Weiming Lu, Jian Shao, Yongfeng Huang, Heng Chang, Yueting Zhuang
2025KDDAdvancing Graph Foundation Models: A Data-Centric Perspective.Yuhan Li, Yuyao Wang, Jianheng Tang, Heng Chang, Yuxiang Ren, Jia Li
2025KDDOn the Scalability of Temporal Relative Positional Encoding for Dynamic Link Prediction.Ke Cheng, Linzhi Peng, Pengyang Wang, Heng Chang, Junchen Ye, Bowen Du
2025MICCAIControllable Flow Matching for 3D Contrast-Enhanced Brain MRI Synthesis from Non-contrast Scans.Heng Chang, Yu Shang, Haifeng Wang, Yuxia Liang, Haoyu Wang, Fan Wang, Chen Niu, Chunfeng Lian
2025MICCAIFlexibly Distilled 3D Rectified Flow with Anatomical Constraints for Developmental Infant Brain MRI Prediction.Haifeng Wang, Zehua Ren, Heng Chang, Xinmei Qiu, Fan Wang, Chunfeng Lian, Jianhua Ma
2025WWWSeparated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling.Heng Chang, Liang Gu, Cheng Hu, Zhinan Zhang, Hong Zhu, Yuhui Xu, Yuan Fang, Zhen Chen
2025WWWG-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation.Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li
2025WSDMHeterophilic Graph Neural Networks Optimization with Causal Message-passing.Botao Wang, Jia Li, Heng Chang, Keli Zhang, Fugee Tsung
2024CIKMHierarchical Graph Latent Diffusion Model for Conditional Molecule Generation.Tian Bian, Yifan Niu, Heng Chang, Divin Yan, Junzhou Huang, Yu Rong, Tingyang Xu, Jia Li, Hong Cheng
2024CIKMHyperbolic Contrastive Learning for Cross-Domain Recommendation.Xin Yang, Heng Chang, Zhijian Lai, Jinze Yang, Xingrun Li, Yu Lu, Shuaiqiang Wang, Dawei Yin, Erxue Min
2024EMNLPReusing Transferable Weight Increments for Low-resource Style Generation.Chunzhen Jin, Eliot Huang, Heng Chang, Yaqi Wang, Peng Cao, Osmar R. Zaane
2024EMNLPTriad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering.Chang Zong, Yuchen Yan, Weiming Lu, Jian Shao, Yongfeng Huang, Heng Chang, Yueting Zhuang
2024ICLRQA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models.Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian
2024KDDPath-based Explanation for Knowledge Graph Completion.Heng Chang, Jiangnan Ye, Alejo Lopez-Avila, Jinhua Du, Jia Li
2024KDDTowards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification.Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu
2024VTCAverage Age of Information for Multi-Source Single Buffer Preemption Queueing Model with Packet Dropping in Service.Xingyuan Zhang, Xiangdong Jia, Heng Chang, Hailong Tian
2023CVPRImproving Generalization of Meta-Learning with Inverted Regularization at Inner-Level.Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu
2023CVPRAdversarially Robust Neural Architecture Search for Graph Neural Networks.Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu
2023ICCVTM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration.Kehong Gong, Dongze Lian, Heng Chang, Chuan Guo, Zihang Jiang, Xinxin Zuo, Michael Bi Mi, Xinchao Wang
2023WWWKnowledge Graph Completion with Counterfactual Augmentation.Heng Chang, Jie Cai, Jia Li
2022AISTATSOnline Continual Adaptation with Active Self-Training.Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu
2021AAAIPower up! Robust Graph Convolutional Network via Graph Powering.Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi
2021CIKMSpectral Graph Attention Network with Fast Eigen-approximation.Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu
2020AAAIA Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models.Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang
2020AAAIPreserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data.Jun Guo, Heng Chang, Wenwu Zhu
2012WWWEnd-user-oriented telco mashups: the OMELETTE approach.Olexiy Chudnovskyy, Tobias Nestler, Martin Gaedke, Florian Daniel, Jos Ignacio Fernndez-Villamor, Vadim I. Chepegin, Jos Angel Fornas, Scott Wilson, Christoph Kgler, Heng Chang
2010BPMMarcoFlow: Modeling, Deploying, and Running Distributed User Interface Orchestrations.Florian Daniel, Stefano Soi, Stefano Tranquillini, Fabio Casati, Heng Chang, Yan Li
2010UICOn the Improving Strategies upon the Route Cache of DSR in MANETs.Jiaxu Chen, Yazhe Tang, Dian Fu, Heng Chang