Pengcheng Jiang

58 papers A* 8B 1Journal 38Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-objective Evolutionary Algorithm Based on Bi-population with Uniform Sampling for Neural Architecture Search. CoRR Yu Xue, Pengcheng Jiang, Chenchen Zhu, Yong Zhang, Ran Cheng, Kaizhou Gao, Dunwei Gong
2026	J	`jnl`	A Pairwise Comparison Relation-Assisted Multiobjective Evolutionary Neural Architecture Search Method With Multipopulation Mechanism. IEEE Trans. Syst. Man Cybern. Syst. Yu Xue, Pengcheng Jiang, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj
2026	J	`jnl`	Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering. CoRR Jash Rajesh Parekh, Wonbin Kweon, Joey Chan, Rezarta Islamaj, Robert Leaman, Pengcheng Jiang, Chih-Hsuan Wei, Zhizheng Wang, Zhiyong Lu, Jiawei Han
2026	J	`jnl`	Efficient, Property-Aligned Fan-Out Retrieval via RL-Compiled Diffusion. CoRR Pengcheng Jiang, Judith Yue Li, Moonkyung Ryu, R. Lily Hu, Kun Su, Zhong Yi Wan, Liam Hebert, Hao Peng, Jiawei Han, Dima Kuzmin, Craig Boutilier
2026	J	`jnl`	Evolutionary Channel Pruning for Style-Based Generative Adversarial Networks. Int. J. Neural Syst. Yixia Zhang, Ferrante Neri, Xilu Wang, Pengcheng Jiang, Yu Xue
2026	J	`jnl`	Learning to Predict Future-Aligned Research Proposals with Language Models. CoRR Heng Wang, Pengcheng Jiang, Jiashuo Sun, Zhiyi Shi, Haofei Yu, Jiawei Han, Heng Ji
2026	A*	`conf`	PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval. WWW Wonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han, Hwanjo Yu
2026	J	`jnl`	Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation. CoRR Jiashuo Sun, Pengcheng Jiang, Saizhuo Wang, Jiajun Fan, Heng Wang, Siru Ouyang, Ming Zhong, Yizhu Jiao, Chengsong Huang, Xueqiang Xu, Pengrui Han, Peiran Li, Jiaxin Huang, Ge Liu, Heng Ji, Jiawei Han
2026	J	`jnl`	Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs. CoRR Pengrui Han, Xueqiang Xu, Keyang Xuan, Peiyang Song, Siru Ouyang, Runchu Tian, Yuqing Jiang, Cheng Qian, Pengcheng Jiang, Jiashuo Sun, Junxia Cui, Ming Zhong, Ge Liu, Jiawei Han, Jiaxuan You
2026	—	`conf`	Zero-Shot Open-Schema Entity Structure Discovery. EACL (Volume 1: Long Papers) Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell J. Giammona, Geeth de Mel, Jiawei Han
2025	J	`jnl`	A Survey on Retrieval And Structuring Augmented Generation with Large Language Models. CoRR Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong, Runchu Tian, Jiawei Han
2025	J	`jnl`	Adaptation of Agentic AI. CoRR Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi, Zifeng Wang, Luxi He, Yichen Wu, Ming Zhong, Peiyang Song, Qizheng Zhang, Heng Wang, Xueqiang Xu, Hanwen Xu, Pengrui Han, Dylan Zhang, Jiashuo Sun, Chaoqi Yang, Kun Qian, Tian Wang, Changran Hu, Manling Li, Quanzheng Li, Hao Peng, Sheng Wang, Jingbo Shang, Chao Zhang, Jiaxuan You, Liyuan Liu, Pan Lu, Yu Zhang, Heng Ji, Yejin Choi, Dawn Song, Jimeng Sun, Jiawei Han
2025	A*	`conf`	Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations. AAAI Pengcheng Jiang, Cao Xiao, Tianfan Fu, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2025	J	`jnl`	CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs. CoRR Jash Rajesh Parekh, Pengcheng Jiang, Jiawei Han
2025	J	`jnl`	DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning. CoRR Pengcheng Jiang, Jiacheng Lin, Lang Cao, Runchu Tian, SeongKu Kang, Zifeng Wang, Jimeng Sun, Jiawei Han
2025	J	`jnl`	GRACE: Generative Representation Learning via Contrastive Policy Optimization. CoRR Jiashuo Sun, Shixuan Liu, Zhaochen Su, Xianrui Zhong, Pengcheng Jiang, Bowen Jin, Peiran Li, Weijia Shi, Jiawei Han
2025	B	`conf`	Homogeneous Architecture Augmentation and Confidence Prediction for Evolutionary Neural Architecture Search. CEC Pengcheng Jiang, Yu Xue, Ferrante Neri
2025	J	`jnl`	PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval. CoRR Wonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han, Hwanjo Yu
2025	J	`jnl`	RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation. CoRR Pengcheng Jiang, Lang Cao, Ruike Zhu, Minhao Jiang, Yunyi Zhang, Jimeng Sun, Jiawei Han
2025	J	`jnl`	RareAgent: Self-Evolving Reasoning for Drug Repurposing in Rare Diseases. CoRR Lang Qin, Zijian Gan, Xu Cao, Pengcheng Jiang, Yankai Jiang, Jiawei Han, Kaishun Wu, Jintai Chen
2025	A*	`conf`	Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval. ICLR Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2025	—	`conf`	Retrieval And Structuring Augmented Generation with Large Language Models. KDD (2) Pengcheng Jiang, Siru Ouyang, Yizhu Jiao, Ming Zhong, Runchu Tian, Jiawei Han
2025	A*	`conf`	Topic Coverage-based Demonstration Retrieval for In-Context Learning. EMNLP Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu
2025	J	`jnl`	Topic Coverage-based Demonstration Retrieval for In-Context Learning. CoRR Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu
2025	J	`jnl`	TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials. CoRR Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun
2025	J	`jnl`	Zero-Shot Open-Schema Entity Structure Discovery. CoRR Xueqiang Xu, Jinfeng Xiao, James Barry, Mohab Elkaref, Jiaru Zou, Pengcheng Jiang, Yunyi Zhang, Maxwell Giammona, Geeth de Mel, Jiawei Han
2025	A*	`conf`	s3: You Don't Need That Much Data to Train a Search Agent via RL. EMNLP Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
2025	J	`jnl`	s3: You Don't Need That Much Data to Train a Search Agent via RL. CoRR Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin, Jinfeng Xiao, Zifeng Wang, Jimeng Sun, Jiawei Han
2024	J	`jnl`	A Generalized Attention Mechanism to Enhance the Accuracy Performance of Neural Networks. Int. J. Neural Syst. Pengcheng Jiang, Ferrante Neri, Yu Xue, Ujjwal Maulik
2024	—	`conf`	GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models. NAACL-HLT Pengcheng Jiang, Jiacheng Lin, Zifeng Wang, Jimeng Sun, Jiawei Han
2024	J	`jnl`	GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models. CoRR Pengcheng Jiang, Jiacheng Lin, Zifeng Wang, Jimeng Sun, Jiawei Han
2024	A*	`conf`	GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs. ICLR Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun
2024	A*	`conf`	KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge. NeurIPS Pengcheng Jiang, Lang Cao, Cao (Danica) Xiao, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024	J	`jnl`	KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge. CoRR Pengcheng Jiang, Lang Cao, Cao Xiao, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024	J	`jnl`	Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval. CoRR Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha A. Kass-Hout, Jimeng Sun, Jiawei Han
2024	—	`conf`	Robust Representation Learning for Image Clustering. KSEM (4) Pengcheng Jiang, Ye Zhu, Yang Cao, Gang Li, Gang Liu, Bo Yang
2024	—	`conf`	Surrogate-Assisted Evolutionary Neural Architecture Search with Isomorphic Training and Prediction. ICIC (2) Pengcheng Jiang, Yu Xue, Ferrante Neri, Mohamed Wahib
2024	A*	`conf`	Taxonomy-guided Semantic Indexing for Academic Paper Search. EMNLP SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
2024	J	`jnl`	Taxonomy-guided Semantic Indexing for Academic Paper Search. CoRR SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
2024	—	`conf`	TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale. NAACL-HLT Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han
2024	J	`jnl`	TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale. CoRR Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han
2023	J	`jnl`	Continuously evolving dropout with multi-objective evolutionary optimisation. Eng. Appl. Artif. Intell. Pengcheng Jiang, Yu Xue, Ferrante Neri
2023	J	`jnl`	Convolutional neural network pruning based on multi-objective feature map selection for image classification. Appl. Soft Comput. Pengcheng Jiang, Yu Xue, Ferrante Neri
2023	J	`jnl`	Gode - Integrating Biochemical Knowledge Graph into Pre-training Molecule Graph Neural Network. CoRR Pengcheng Jiang
2023	J	`jnl`	GraphCare: Enhancing Healthcare Predictions with Open-World Personalized Knowledge Graphs. CoRR Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun
2023	—	`conf`	Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models. ACL (Findings) Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
2023	J	`jnl`	Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models. CoRR Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
2021	J	`jnl`	A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks. Int. J. Neural Syst. Yu Xue, Pengcheng Jiang, Ferrante Neri, Jiayu Liang
2021	—	`conf`	OACAL: Finding Module-consistent Specifications to Secure Systems from Weakened User Obligations. SSCI Pengcheng Jiang, Kenji Tei
2021	J	`jnl`	OACAL: Finding Module-consistent Specifications to Secure Systems from Weakened User Obligations. CoRR Pengcheng Jiang, Kenji Tei
2020	J	`jnl`	Nonconvex Wavelet Thresholding Total Variation Denoising Method for Planetary Gearbox Fault Diagnosis. IEEE Access Pengcheng Jiang, Yong Chang, Hua Cong, Fuzhou Feng
2019	J	`jnl`	Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network. Comput. Ind. Chunzhi Wu, Pengcheng Jiang, Chuang Ding, Fuzhou Feng, Tang Chen
2019	J	`jnl`	Nonlinear Dynamic Analysis of Functionally Graded Graphene Reinforced Composite Truncated Conical Shells. Int. J. Bifurc. Chaos Aiwen Wang, Youqing Pang, Wei Zhang, Pengcheng Jiang
2018	J	`jnl`	Data Driven Congestion Trends Prediction of Urban Transportation. IEEE Internet Things J. Rui Jia, Pengcheng Jiang, Lei Liu, Lizhen Cui, Yuliang Shi
2017	—	`conf`	Congestion Prediction of Urban Traffic Employing SRBDP. ISPA/IUCC Pengcheng Jiang, Lei Liu, Lizhen Cui, Hui Li, Yuliang Shi
2017	J	`jnl`	Optimal Resonant Band Demodulation Based on an Improved Correlated Kurtosis and Its Application in Bearing Fault Diagnosis. Sensors Xianglong Chen, Bingzhi Zhang, Fuzhou Feng, Pengcheng Jiang
2013	—	`conf`	Handoff prediction for data caching in mobile Content Centric Network. ICCT Pengcheng Jiang, Yuehui Jin, Tan Yang, Joost Geurts, Yaning Liu, Jean-Charles Point
2009	—	`conf`	Design and Implementation of Portable Multi-Parameter Tele-Monitor Terminal Based on S3C2410a. BMEI Qinwu Zhou, Pengcheng Jiang, Zixiong Qu, Xiaoming Liu, Xiaobo Zhang