HC
Heng Chang
cs.LGcs.AIcs.SIcs.IRcs.CLcs.CRstat.MLcs.CVcs.MAcs.GR
On Valency
published · living versionsW_75uwn8ew·v1 · currentpublished
UnityBench-Mini3D: Evaluating LLM Agents for 3D Game Development in Unity
with Yijun Zhou, Minghao Shao, Ke Zhang, Renkai Yuan +18
1 version
Preprints & journals
39 papers in the corpus · 2019–2026Personalized Task Dependency Graphs for Mitigating Signal Erosion in Multi-Task Recommendation2609.04862v1 · Fuyuan Liu, Tiandeng Wu, Yaqun Fang et al.2026 · 0 citationsarXiv
Adaptive Item-based Collaborative Structures via Noise Rescheduling in Diffusion for Generative Recommendation2608.23400v1 · Jiaqi Wang, Tianying Liu, Heng Chang et al.2026 · 0 citationsarXiv
TRCA: Transition-wise Rubric Credit Assignment for Long-horizon LLM Agents2608.16156v2 · Huan Zhang, Mingju Chen, Dongxu Zhou et al.2026 · 0 citationsarXiv
Mitigating False Credit Propagation: Probabilistic Graphical Reward Aggregation for Rubric-Based Reinforcement Learning2606.03361v2 · Can Lv, Mingju Chen, Heng Chang et al.2026 · 0 citationsarXiv
Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations2603.00980v1 · Zerui Chen, Heng Chang, Tianying Liu et al.2026 · 0 citationsProceedings of the ACM Web Conference 2026 (WWW '26), April 13-17, 2026, Dubai, United Arab Emirates
FuXi-Linear: Unleashing the Power of Linear Attention in Long-term Time-aware Sequential Recommendation2602.23671v1 · Yufei Ye, Wei Guo, Hao Wang et al.2026 · 0 citationsarXiv
A-MapReduce: Executing Wide Search via Agentic MapReduce2602.01331v2 · Mingju Chen, Guibin Zhang, Heng Chang et al.2026 · 0 citationsarXiv
GraphRAG-R1: Graph Retrieval-Augmented Generation with Process-Constrained Reinforcement Learning2507.23581v2 · Chuanyue Yu, Kuo Zhao, Yuhan Li et al.2025 · 3 citationsarXiv
Act-With-Think: Chunk Auto-Regressive Modeling for Generative Recommendation2506.23643v1 · Yifan Wang, Weinan Gan, Longtao Xiao et al.2025 · 0 citationsarXiv
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism2506.08691v1 · Congzhi Zhang, Jiawei Peng, Zhenglin Wang et al.2025 · 0 citationsarXiv
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment2504.15585v4 · Kun Wang, Guibin Zhang, Zhenhong Zhou et al.2025 · 1 citationarXiv
MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach2503.23888v1 · Xin Zhang, Siting Huang, Xiangyang Luo et al.2025 · 1 citationarXiv
Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling2502.16239v1 · Heng Chang, Liang Gu, Cheng Hu et al.2025 · 1 citationarXiv
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation2502.12586v1 · Yuhan Li, Xinni Zhang, Linhao Luo et al.2025 · 33 citationsarXiv
EvoFlow: Evolving Diverse Agentic Workflows On The Fly2502.07373v1 · Guibin Zhang, Kaijie Chen, Guancheng Wan et al.2025 · 0 citationsarXiv
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities2412.11694v3 · Shixin Jiang, Jiafeng Liang, Jiyuan Wang et al.2024 · 3 citationsarXiv
PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis2412.08504v1 · Yifan Xie, Tao Feng, Xin Zhang et al.2024 · 16 citationsarXiv
Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions.39578484 · Tao, Shengyu, Ma, Ruifei, Zhao, Zixi et al.2024 · 154 citationsNature communications. 2024;15(1):10154
Heterophilic Graph Neural Networks Optimization with Causal Message-passing2411.13821v2 · Botao Wang, Jia Li, Heng Chang et al.2024 · 2 citationsarXiv
On the Limitations and Prospects of Machine Unlearning for Generative AI2408.00376v1 · Shiji Zhou, Lianzhe Wang, Jiangnan Ye et al.2024 · 2 citationsarXiv
Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System2406.17289v2 · Xin Yang, Heng Chang, Zhijian Lai et al.2024 · 0 citationsarXiv
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification2406.16357v1 · Beini Xie, Heng Chang, Ziwei Zhang et al.2024 · 8 citationsarXiv
One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments2405.20202v1 · Ke Yi, Yuhui Xu, Heng Chang et al.2024 · 0 citationsarXiv
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient2405.15304v3 · Yongliang Wu, Shiji Zhou, Mingzhuo Yang et al.2024 · 19 citationsarXiv
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering2402.14320v6 · Chang Zong, Yuchen Yan, Weiming Lu et al.2024 · 18 citationsarXiv
Path-based Explanation for Knowledge Graph Completion2401.02290v2 · Heng Chang, Jiangnan Ye, Alejo Lopez Avila et al.2024 · 22 citationsarXiv
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models2309.14717v2 · Yuhui Xu, Lingxi Xie, Xiaotao Gu et al.2023 · 38 citationsarXiv
Adversarially Robust Neural Architecture Search for Graph Neural Networks2304.04168v1 · Beini Xie, Heng Chang, Ziwei Zhang et al.2023 · 23 citationsarXiv
TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration2304.02419v2 · Kehong Gong, Dongze Lian, Heng Chang et al.2023 · 65 citationsarXiv
Semi-Supervised Hierarchical Graph Classification.36054400 · Li, Jia, Huang, Yongfeng, Chang, Heng et al.2023 · 35 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(5):6265-6276
Knowledge Graph Completion with Counterfactual Augmentation2302.13083v1 · Heng Chang, Jie Cai, Jia Li2023 · 29 citationsarXiv
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification2208.06651v2 · Xin Wang, Heng Chang, Beini Xie et al.2022 · 22 citationsIEEE Transactions on Knowledge and Data Engineering 2023 (IEEE TKDE 2023)
Online Continual Adaptation with Active Self-Training2106.06526v2 · Shiji Zhou, Han Zhao, Shanghang Zhang et al.2021 · 6 citationsarXiv
Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge2105.12419v2 · Heng Chang, Yu Rong, Tingyang Xu et al.2021 · 27 citationsarXiv
AutoGL: A Library for Automated Graph Learning2104.04987v4 · Ziwei Zhang, Yijian Qin, Zeyang Zhang et al.2021 · 16 citationsarXiv
Implicit Graph Neural Networks2009.06211v3 · Fangda Gu, Heng Chang, Wenwu Zhu et al.2020 · 66 citationsAdvances in Neural Information Processing Systems 33 (2020) 11984-11995
Spectral Graph Attention Network with Fast Eigen-approximation2003.07450v2 · Heng Chang, Yu Rong, Tingyang Xu et al.2020 · 32 citationsarXiv
A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models1908.01297v5 · Heng Chang, Yu Rong, Tingyang Xu et al.2019 · 140 citationsarXiv
Power up! Robust Graph Convolutional Network via Graph Powering1905.10029v2 · Ming Jin, Heng Chang, Wenwu Zhu et al.2019 · 28 citationsIn Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, No. 9, pp. 8004-8012, 2021)
Career total: 80 works. 39 are in this corpus.
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