Enhong Chen - researchr alias

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Viewing Publication 1 - 100 from 806

2026

Enhancing Mathematical Reasoning Through Autonomously Learning KnowledgeJiayu Liu 0001, Zhenya Huang, Enhong Chen, Qi Liu 0003, Hongke Zhao, Xin Lin, Jing Sha, Shijin Wang 0001. pami, 48(3):3100-3118, March 2026. [doi]

Prescription generation via multi-source context-aware hierarchical transformerHui Xiong 0001, Zhi Zheng 0008, Zhaopeng Qiu, Xian Wu 0001, Tong Xu 0001, Enhong Chen. chinaf, 69(2), 2026. [doi]

DynLLM: When Large Language Models Meet Dynamic Graph-based RecommendationZiwei Zhao 0002, Fake Lin, Xi Zhu 0004, Zhi Zheng 0008, Tong Xu 0001, Shitian Shen, Xueying Li 0004, Zikai Yin, Enhong Chen. tois, 44(2), February 2026. [doi]

Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series ForecastingMingyue Cheng 0004, Jiahao Wang, Daoyu Wang, Xiaoyu Tao 0001, Qi Liu 0003, Enhong Chen. wsdm 2026: 99-110 [doi]

TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked AutoencodersMingyue Cheng 0004, Xiaoyu Tao 0001, Zhiding Liu, Qi Liu 0003, Hao Zhang 0088, Rujiao Zhang, Enhong Chen. wsdm 2026: 498-508 [doi]

WESE: weak exploration to strong exploitation for LLM agentsXu Huang 0008, Weiwen Liu, Xiaolong Chen, Xingmei Wang 0001, Defu Lian, Yasheng Wang, Ruiming Tang, Enhong Chen. chinaf, 69(3), 2026. [doi]

Emotionally Controllable Audio-driven Talking Face GenerationYifan Xu 0011, Sirui Zhao, Shifeng Liu, Tong Xu 0001, Enhong Chen. tomccap, 22(2), February 2026. [doi]

Interactive graph convolutional filteringJin Zhang 0035, Defu Lian, Hong Xie 0004, Yawen Li, Enhong Chen. ai, 355:104524, 2026. [doi]

SimCDR: Preserving Intra-Domain Similarities of Users for Cross-Domain RecommendationKai Zhang 0038, Zhihong Pan, Sanshi Lei Yu, Qi Liu 0003, Hongke Zhao, Chaochao Chen 0001, Enhong Chen. tois, 44(2), February 2026. [doi]

A Hybrid Adaptive Sampling Strategy for Fair and Accurate Meta-learned User ModelingZheng Zhang 0048, Qi Liu 0003, Zirui Hu, Yi Zhan, Zhenya Huang, Weibo Gao, Qingyang Mao, Enhong Chen. tois, 44(1), January 2026. [doi]

CANOD: A Competence Assessment Network for Open Source Software DevelopersXu An, Jianhui Ma, Yanqing An, Weibo Gao, Enhong Chen. eswa, 303:130577, 2026. [doi]

Learn to Understand: Knowledge Exemplification via Multi-Agent Cooperation for Science Question AnsweringMeikai Bao, Kai Zhang 0038, Xukai Liu, Qi Liu 0003, Hongke Zhao, Enhong Chen. tkde, 38(4):2313-2325, April 2026. [doi]

Learning Deep ISP for High-Speed Cameras: Achieving DSLR-Quality Imaging Under High Frame RatesHuaian Chen, Tianle Liu, Tao Tu 0006, Wenjun Wei, Yi Jin 0002, Enhong Chen. pami, 48(3):3499-3516, March 2026. [doi]

A graph embedding-based dynamic update method for intelligence knowledge graphsYong Chen, Wenjie Liu, Xiaoning Wu, Nuo Chen, Zhi Zheng 0008, Tong Xu 0001, Enhong Chen. fcsc, 20(7):2007337, July 2026. [doi]

Roll Call Vote Prediction With Graph Reconstruction and Attention-Based PruningJiayue Chen, Zikai Yin, Ziwei Zhao 0002, Fake Lin, Zhi Zheng 0008, Suojuan Zhang, Tong Xu 0001, Yang Wang 0001, Enhong Chen. tcss, 13(2):1849-1859, April 2026. [doi]

To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability DiscriminationJing Ke, Zheyong Xie, Shaosheng Cao, Tong Xu 0001, Enhong Chen. eacl 2026: 207-213 [doi]

Knowledge Graph Pruning for RecommendationFake Lin, Xi Zhu 0004, Ziwei Zhao 0002, Deqiang Huang, Yu Yu 0008, Xueying Li 0004, Zhi Zheng 0008, Tong Xu 0001, Enhong Chen. tois, 44(1), January 2026. [doi]

Learning Deep Tree-Based Retriever for Efficient Recommendation: Theory and MethodZe Liu, Jin Zhang 0035, Defu Lian, Chao Feng 0008, Jie Wang 0005, Enhong Chen. pami, 48(5):5032-5049, May 2026. [doi]

Global Structure-aware and Feature-augmented Graph Neural Network for Heterophilic GraphsHuijie Liu, Shulan Ruan, Qi Liu 0003, Mingyue Cheng 0004, Zhenya Huang, Yu Liu 0005, Enhong Chen, You He 0002. tois, 44(2), February 2026. [doi]

Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement LearningShuochen Liu, Pengfei Luo, Chao Zhang 0096, Yuhao Chen, Haotian Zhang 0007, Qi Liu 0003, Xin Kou, Tong Xu 0001, Enhong Chen. AAAI 2026: 32159-32167 [doi]

Towards Context-aware Reasoning-enhanced Generative Searching in E-commerceZhiding Liu, Ben Chen 0004, Mingyue Cheng 0004, Enhong Chen, Li Li 0110, Chenyi Lei, Wenwu Ou, Han Li 0005, Kun Gai. WWW 2026: 6551-6561 [doi]

GBK-DPC: Density peak clustering based on granular ball with K-nearest neighborYongting Ni, Jin Qian, Enhong Chen, Shaowei Yan, Jiangang Ye. PR, 171:112243, 2026. [doi]

Prompting is not Enough: Exploring Knowledge Integration and Controllable Generation on Large Language ModelsTingjia Shen, Hao Wang 0076, Chuan Qin 0002, Ruijun Sun, Yang Song, Defu Lian, Hengshu Zhu, Enhong Chen. bigdatama, 9(2):563-579, 2026. [doi]

Kernel entropy graph isomorphism network for graph classificationLixiang Xu, Wei Ge, Feiping Nie 0001, Enhong Chen, Bin Luo 0001. PR, 176:113182, 2026. [doi]

Improving Question Embeddings With Cognitive Representation Optimization for Knowledge TracingLixiang Xu, Xianwei Ding, Xin Yuan 0008, Zhanlong Wang, Lu Bai 0001, Enhong Chen, Philip S. Yu, Yuanyan Tang. tcyb, 56(1):235-248, January 2026. [doi]

Structural feature enhanced transformer for fine-grained image recognitionYing Yu, Wei Wei, Cairong Zhao, Jin Qian, Enhong Chen. PR, 169:111955, 2026. [doi]

Structure-Based Drug Design with Geometric Deep Learning: A Comprehensive SurveyZaixi Zhang, Jiaxian Yan, Yining Huang, Qi Liu 0003, Enhong Chen, Mengdi Wang 0001, Marinka Zitnik. ACM Comput. Surv., 58(5), April 2026. [doi]

Generative Data Transformation: From Mixed to Unified DataJiaqing Zhang, Mingjia Yin, Hao Wang 0076, Yuxin Tian, Yuyang Ye 0002, Yawen Li 0001, Wei Guo 0006, Yong Liu 0020, Enhong Chen. WWW 2026: 5764-5773 [doi]

Unsupervised lightweight 3D convolutional network for enhanced infrared imaging in wearable devicesBiao Zhu, Jun Zhang, Sirui Zhao, Zhengye Zhang, Enhong Chen. fcsc, 20(1):2001306, January 2026. [doi]

2025

Knowledge-Centered Dual-Process Reasoning for Math Word Problems With Large Language ModelsJiayu Liu 0001, Zhenya Huang, Qi Liu 0003, Zhiyuan Ma 0006, ChengXiang Zhai, Enhong Chen. tkde, 37(6):3457-3471, June 2025. [doi]

Learn while Unlearn: An Iterative Unlearning Framework for Generative Language ModelsHaoyu Tang 0001, Ye Liu 0011, Xi Zhao 0006, Xukai Liu, Yanghai Zhang, Kai Zhang 0038, Xiaofang Zhou 0001, Enhong Chen. icdm 2025: 743-752 [doi]

CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive PerspectiveJiayu Liu 0001, Zhenya Huang, Wei Dai, Cheng Cheng, Jinze Wu, Jing Sha, Song Li, Qi Liu 0003, Shijin Wang 0001, Enhong Chen. icml 2025: [doi]

Communication-efficient distributed learning with Local Immediate Error CompensationYifei Cheng 0002, Li Shen 0008, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen. NN, 188:107471, 2025. [doi]

Masked Video Pretraining Advances Real-World Video DenoisingYi Jin 0002, Xiaoxiao Ma 0006, Rui Zhang 0052, Huaian Chen, Yuxuan Gu, Pengyang Ling, Enhong Chen. tmm, 27:622-636, 2025. [doi]

Examination Process Modeling for Intelligent Patent Management: A Multi-aspect Neural Sequential ApproachHan Wu 0002, Le Zhang 0010, Hengshu Zhu, Qi Liu 0003, Enhong Chen, Hui Xiong 0001. tmis, 16(3), September 2025. [doi]

Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior GraphsXi Zhu 0004, Fake Lin, Ziwei Zhao 0002, Tong Xu 0001, Xiangyu Zhao 0001, Zikai Yin, Xueying Li, Enhong Chen. tois, 43(1), January 2025. [doi]

Explore What LLM Does Not Know in Complex Question AnsweringXin Lin 0005, Zhenya Huang, Zhiqiang Zhang 0012, Jun Zhou 0011, Enhong Chen. AAAI 2025: 24585-24594 [doi]

Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyShuo Yu 0007, Mingyue Cheng, Qi Liu 0003, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen. CIKM 2025: 3931-3941 [doi]

Detect, Investigate, Judge and Determine: A Knowledge-Guided Framework for Few-Shot Fake News DetectionYe Liu 0011, Jiajun Zhu, Xukai Liu, Haoyu Tang 0001, Yanghai Zhang, Kai Zhang 0038, Xiaofang Zhou 0001, Enhong Chen. icdm 2025: 477-486 [doi]

MF-GSLAE: A Multi-Factor User Representation Pre-Training Framework for Dual-Target Cross-Domain RecommendationHao Wang 0076, Mingjia Yin, Luankang Zhang, Sirui Zhao, Enhong Chen. tois, 43(2), March 2025. [doi]

Data and Prior-Driven Low-Light Enhancement Boosting the Visibility of Imaging SystemsHuaian Chen, Tianle Liu, Ben Wang 0005, Zhixiang Wei, Yi Jin 0002, Enhong Chen. tsmc, 55(10):7085-7099, October 2025. [doi]

InstrucTime: Advancing Time Series Classification with Multimodal Language ModelingMingyue Cheng, Yiheng Chen, Qi Liu 0003, Zhiding Liu, Yucong Luo, Enhong Chen. wsdm 2025: 792-800 [doi]

Multishot Structured-Light 3-D Scanning for Surfaces in Challenging MotionMinghui Duan, Yabing Zheng, Yi Jin 0002, Jinjin Zheng, Enhong Chen. tie, 72(4):4269-4279, April 2025. [doi]

Adaptive Hierarchical Prompt for Open-Vocabulary Scene Graph GenerationChangkai Feng, Tong Xu 0001, Shiwei Wu, Derong Xu, Enhong Chen. talip, 24(9), September 2025. [doi]

Multi-Branch Self-Drafting for LLM Inference AccelerationZipeng Gao, Qingrong Xia, Tong Xu 0001, Xinyu Duan, Zhi Zheng 0008, Zhefeng Wang 0001, Enhong Chen. AAAI 2025: 23942-23950 [doi]

Seed Optimization With Frozen Generator for Superior Zero-Shot Low-Light Image EnhancementYuxuan Gu, Yi Jin 0002, Ben Wang 0005, Zhixiang Wei, Xiaoxiao Ma 0006, Haoxuan Wang, Pengyang Ling, Huaian Chen, Enhong Chen. tcsv, 35(1):561-576, January 2025. [doi]

Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models CollaborationYuxuan Gu, Haoxuan Wang 0004, Pengyang Ling, Zhixiang Wei, Huaian Chen, Yi Jin 0002, Enhong Chen. cvpr 2025: 16071-16080 [doi]

RAPID: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information DiscoveryHongchao Gu, Dexun Li, Kuicai Dong, Hao Zhang, Hang Lv 0012, Hao Wang, Defu Lian, Yong Liu, Enhong Chen. acl 2025: 16742-16763 [doi]

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical ThinkingRunquan Gui, Zhihai Wang, Jie Wang 0005, Chi Ma, Huiling Zhen, Mingxuan Yuan, Jianye Hao, Defu Lian, Enhong Chen, Feng Wu 0001. icml 2025: [doi]

Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language ModelsLiyang He, Chenglong Liu, Rui Li 0093, Zhenya Huang, Shulan Ruan, Jun Zhou 0011, Enhong Chen. acl 2025: 10627-10643 [doi]

SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-AlignmentYuqing Huang, Rongyang Zhang, Qimeng Wang, Chengqiang Lu, Yan Gao 0017, Yi Wu, Yao Hu 0002, Xuyang Zhi, Guiquan Liu, Xin Li 0064, Hao Wang 0076, Enhong Chen. emnlp 2025: 14175-14190 [doi]

Process Optimization of Multi-Stage Continuous Production System Based on Feature Fusion ModelingXiaojie Li, Runlong Yu, Lei Chen 0002, Shengjun Liu, Enhong Chen. tase, 22:21512-21524, 2025. [doi]

MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented ModalityShuaike Li, Kai Zhang 0038, Qi Liu 0003, Enhong Chen. acl 2025: 11999-12013 [doi]

Enhancing Protein-Ligand Binding Affinity Prediction via Parameter-Efficient Fine-Tuning of Protein and Chemical Language ModelsRuikang Li, Jiaxian Yan, Kai Zhang, Yanjiang Chen, Qi Liu 0003, Min Gao, Enhong Chen. dasfaa 2026: 149-164 [doi]

Multi-View Heterogeneous HyperGNN for Heterophilic Knowledge Combination PredictionHuijie Liu, Shulan Ruan, Han Wu 0002, Zhenya Huang, Defu Lian, Qi Liu 0003, Enhong Chen. tbd, 11(5):2321-2337, October 2025. [doi]

MER-CLIP: AU-Guided Vision-Language Alignment for Micro-Expression RecognitionShifeng Liu, Xinglong Mao, Sirui Zhao, Peiming Li, Tong Xu 0001, Enhong Chen. taffco, 16(4):3028-3042, October - December 2025. [doi]

DepFormer: A Unified Framework with Bimodal Collaborative Transformer for Depression DetectionFangyuan Liu, Sirui Zhao, Kang Yin, Tong Xu 0001, Enhong Chen. mm 2025: 13930-13936 [doi]

PhysFFTFormer: A Frequency Domain-based Vision Transformer for Efficient Remote Physiological MeasurementFangyuan Liu, Sirui Zhao, Tong Xu 0001, Yu Sun 0021, Hao Wang 0076, Suojuan Zhang, Enhong Chen. icmcs 2025: 1-6 [doi]

What Makes In-context Learning Effective for Mathematical ReasoningJiayu Liu, Zhenya Huang, Chaokun Wang, Xunpeng Huang, ChengXiang Zhai, Enhong Chen. icml 2025: [doi]

ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective ReasoningPengfei Luo, Jingbo Zhou, Tong Xu 0001, Yuan Xia, Linli Xu, Enhong Chen. WWW 2025: 1666-1682 [doi]

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language ModelsYuanjie Lyu, Zhiyu Li, Simin Niu, Feiyu Xiong, Bo Tang, Wenjin Wang 0003, Hao Wu, Huanyong Liu, Tong Xu 0001, Enhong Chen. tois, 43(2), March 2025. [doi]

Promoting Machine Abilities of Discovering and Utilizing Knowledge in a Unified Zero-Shot Learning ParadigmQingyang Mao, Zhi Li 0057, Qi Liu 0003, Likang Wu, Hefu Zhang, Enhong Chen. tkdd, 19(1), January 2025. [doi]

Tag-augmented Dual-target Cross-domain RecommendationMingfan Pan, Qingyang Mao, Xu An, Jianhui Ma, Gang Zhou, Mingyue Cheng, Enhong Chen. recsys 2025: 451-460 [doi]

Automated Sparse and Low-Rank Shallow Autoencoders for RecommendationYuanhao Pu, Rui Fan, Jin Chen 0008, Zhihao Zhu 0002, Defu Lian, Enhong Chen. tors, 3(3), September 2025. [doi]

Understanding the Effect of Loss Functions on the Generalization of RecommendationsYuanhao Pu, Defu Lian, Xiaolong Chen, Jin Chen 0008, Ze Liu, Enhong Chen. kdd 2025: 1127-1137 [doi]

Scenario-Aware Multimodal Chain-of-Thought Prompting for Rationales of VideoSocial RelationsPenggang Qin, Tong Xu 0001, Chao Zhang 0096, Heda Wang, Yao Hu 0002, Enhong Chen. tcsv, 35(11):11598-11612, 2025. [doi]

CPWS: Confident Programmatic Weak Supervision for High-Quality Data LabelingShulan Ruan, Huijie Liu, Zhao Chen 0003, Bin Feng, Kun Zhang 0015, Caleb Chen Cao, Enhong Chen, Lei Chen 0002. tois, 43(4), July 2025. [doi]

DASKT: A Dynamic Affect Simulation Method for Knowledge TracingXinjie Sun, Kai Zhang 0038, Qi Liu 0003, Shuanghong Shen, Fei Wang 0063, Yuxiang Guo, Enhong Chen. tkde, 37(4):1714-1727, April 2025. [doi]

Plug-and-play fine grained neural cognitive diagnosis frameworkXinjie Sun, Qi Liu 0003, Kai Zhang 0038, Weiyin Gong, Shuanghong Shen, Fei Wang 0063, Yan Zhuang, Meikai Bao, Shijin Wang 0001, Yuling Ma, Enhong Chen. eaai, 162:112276, 2025. [doi]

Metaphors as Semantic Anchors: A Label-Constrained Contrastive Learning Approach for Chinese Text ClassificationHanqing Tao, Xuesong Wang 0001, Kai Zhang 0038, Enhong Chen, Jun Wang 0120. tcss, 12(6):5080-5092, December 2025. [doi]

ECG-Doctor: An Interpretable Multimodal ECG Diagnosis Framework Based on Large Language ModelsDongsheng Tian, Junzhe Jiang 0001, Kai Zhang 0038, Changchun Liu, Yu Yuan, Min Gao, Enhong Chen. CIKM 2025: 2863-2873 [doi]

DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR PredictionKefan Wang, Hao Wang 0076, Wei Guo 0006, Yong Liu 0020, Jianghao Lin, Defu Lian, Enhong Chen. sigir 2025: 2213-2223 [doi]

How to Protect of Reader Preference Privacy in Mobile Book Information Services: A Technical MethodZongda Wu, Guoqi Lin, Huawen Liu, Jian Xie, Guandong Xu, Enhong Chen, Gang Li. jdiq, 17(3), September 2025. [doi]

Breaking the Bottleneck: User-Specific Optimization and Real-Time Inference Integration for Sequential RecommendationWenjia Xie, Hao Wang 0076, Minghao Fang, Ruize Yu, Wei Guo 0006, Yong Liu 0020, Defu Lian, Enhong Chen. kdd 2025: 3333-3343 [doi]

iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World SimulationZheyong Xie, Shaosheng Cao, Zuozhu Liu, Zheyu Ye, Zihan Niu, Chonggang Lu, Tong Xu 0001, Enhong Chen, Zhe Xu, Yao Hu 0002, Wei Lu 0011. acl 2025: 416-425 [doi]

Graph Augmentation Empowered Contrastive Learning for RecommendationLixiang Xu, Yusheng Liu, Tong Xu 0001, Enhong Chen, Yuanyan Tang. tois, 43(2), March 2025. [doi]

GL-BKGNN: Graphlet-based Bi-Kernel Interpretable Graph Neural NetworksLixiang Xu, Kang Jiang, Xin Niu, Enhong Chen, Bin Luo 0001, Philip S. Yu. inffus, 123:103284, 2025. [doi]

Graph neural network based on graph kernel: A surveyLixiang Xu, Jiawang Peng, Xiaoyi Jiang 0001, Enhong Chen, Bin Luo 0001. PR, 161:111307, 2025. [doi]

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-AugmentationDerong Xu, Xinhang Li 0002, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng 0008, Xian Wu 0001, Xiangyu Zhao 0001, Tong Xu 0001, Enhong Chen. AAAI 2025: 25570-25578 [doi]

Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR PredictionXiang Xu, Hao Wang 0076, Wei Guo 0006, Luankang Zhang, Wanshan Yang, Runlong Yu, Yong Liu 0020, Defu Lian, Enhong Chen. kdd 2025: 2745-2755 [doi]

Scalable Data Synthesis through Human-like Cognitive Imitation and Data RecombinationZhongyi Ye, Weitai Zhang, Xinyuan Zhou, Yongxin Zhu, Ninghui Rao, Enhong Chen. emnlp 2025: 4721-4735 [doi]

Fine-Grained Zero-Shot Composed Image Retrieval with Complementary Visual-Semantic IntegrationYongcong Ye, Kai Zhang 0038, Yanghai Zhang, Enhong Chen, Longfei Li, Jun Zhou 0011. icdm 2025: 853-862 [doi]

OV-BIS: Open-Vocabulary Boundary Guide Zero-Shot 3D Instance SegmentationTinghao Yi, Shaohu Wang, Zhengtao Zhang, Changwei Wang 0001, Dongming Yan, Rongtao Xu, Enhong Chen. tmm, 27:7701-7713, 2025. [doi]

From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction ModelsMingjia Yin, Junwei Pan, Hao Wang 0076, Ximei Wang, Shangyu Zhang, Jie Jiang 0015, Defu Lian, Enhong Chen. icml 2025: [doi]

CrowdFPN: crowd counting via scale-enhanced and location-aware feature pyramid networkYing Yu, Feng Zhu, Jin Qian, Hamido Fujita, Jiamao Yu, Kangli Zeng, Enhong Chen. apin, 55(5):359, April 2025. [doi]

TestAgent: An Adaptive and Intelligent Expert for Human AssessmentJunhao Yu, Yan Zhuang, Yuxuan Sun, Weibo Gao, Qi Liu 0003, Mingyue Cheng, Zhenya Huang, Enhong Chen. acl 2025: 724-747 [doi]

Towards Reliable and Faithful Explanations: A Disentanglement-Augmented Approach for Selective RationalizationLinan Yue, Qi Liu 0003, Yichao Du, Li Wang 0014, Yanqing An, Enhong Chen. pami, 47(11):9906-9921, November 2025. [doi]

Where is the Next Step? Predicting the Scientific Impact of Research CareerHefu Zhang, Yong Ge, Yan Zhuang, Enhong Chen. tbd, 11(3):1116-1127, June 2025. [doi]

Intelligent Interaction Platform for Personalized Digital Tutor: Advancing Empathetic and Adaptive Learning ExperiencesKai Zhang, Weiyin Gong, Qi Liu, Junyu Lu, Meikai Bao, Xukai Liu, Linbo Zhu, Enhong Chen. WWW 2025: 2947-2950 [doi]

TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential RecommendationJiaqing Zhang, Mingjia Yin, Hao Wang 0076, Yawen Li 0001, Yuyang Ye 0002, Xingyu Lou, Junping Du 0001, Enhong Chen. WWW 2025: 3994-4003 [doi]

Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation ModelLuankang Zhang, Kenan Song, Yi Quan Lee, Wei Guo 0006, Hao Wang 0076, Yawen Li 0001, Huifeng Guo, Yong Liu 0020, Defu Lian, Enhong Chen. sigir 2025: 2224-2234 [doi]

NoteLLM-2: Multimodal Large Representation Models for RecommendationChao Zhang, Haoxin Zhang, Shiwei Wu, Di Wu 0055, Tong Xu 0001, Xiangyu Zhao 0001, Yan Gao 0017, Yao Hu 0002, Enhong Chen. kdd 2025: 2815-2826 [doi]

Semantic-Aligned Code Summarization: Bridging the Gap Between Code and Natural Language Through Data Flow AnalysisYuze Zhao, Zhenya Huang, Kai Zhang 0038, Weibo Gao, Qi Liu 0003, Xukai Liu, Fangzhou Yao, Enhong Chen. tnn, 36(10):19240-19254, October 2025. [doi]

Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion ModelGuanhao Zhao, Zhenya Huang, Cheng Cheng, Yan Zhuang, Qingyang Mao, Xin Li 0064, Shijin Wang 0001, Enhong Chen. AAAI 2025: 1174-1182 [doi]

Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and AmendmentYuze Zhao, Tianyun Ji, Wenjun Feng, Zhenya Huang, Qi Liu 0003, Zhiding Liu, Yixiao Ma, Kai Zhang 0038, Enhong Chen. iclr 2025: [doi]

Adaptive Weighting Push-SUM for Decentralized Optimization With Statistical DiversityYiming Zhou, Yifei Cheng 0002, Linli Xu, Enhong Chen. tcns, 12(3):2337-2349, September 2025. [doi]

Efficient Benchmarking via Bias-Bounded Subset SelectionYan Zhuang, Junhao Yu, Qi Liu 0003, Yuxuan Sun, Jiatong Li 0002, Zhenya Huang, Enhong Chen. pami, 47(12):11785-11801, December 2025. [doi]

Position: AI Evaluation Should Learn from How We Test HumansYan Zhuang, Qi Liu 0003, Zachary A. Pardos, Patrick C. Kyllonen, Jiyun Zu, Zhenya Huang, Shijin Wang 0001, Enhong Chen. icml 2025: [doi]

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