JH
Jiawei Han
cs.CLcs.LGcs.AIcs.IRcs.SIstat.MLcs.DBAlgorithmscs.CVcs.SE
On Valency
published · living versionsW_r955csby·v1 · currentpublished
Suppressing Misaligned Behaviors in Language Models, Durably
with Luxi He, Pengcheng Jiang, Jifan Zhang, Danqi Chen
1 version
Preprints & journals
278 papers in the corpus · 2005–2026Natural language processing of biomedical text to map and prioritize protein-disease associations in HFpEF.41780317 · Santana, Clodomir, Mukherjee, Chitra, Quazi, Arnib et al.2026 · 1 citationComputers in biology and medicine. 2026;205:111599
Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering2602.17911v3 · Jash Rajesh Parekh, Wonbin Kweon, Joey Chan et al.2026 · 0 citationsarXiv
Improving Scientific Document Retrieval with Academic Concept Index2601.00567v2 · Jeyun Lee, Junhyoung Lee, Wonbin Kweon et al.2026 · 0 citationsarXiv
Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills2512.16301v3 · Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi et al.2025 · 1 citationarXiv
Cognitive Foundations for Reasoning and Their Manifestation in LLMs2511.16660v2 · Priyanka Kargupta, Shuyue Stella Li, Haocheng Wang et al.2025 · 0 citationsarXiv
Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning2511.02755v1 · Bowen Jin, TJ Collins, Donghan Yu et al.2025 · 0 citationsarXiv
TEXT2DB: Integration-Aware Information Extraction with Large Language Model Agents2510.24014v2 · Yizhu Jiao, Sha Li, Sizhe Zhou et al.2025 · 5 citationsarXiv
Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning2510.15191v1 · Junlin Wu, Xianrui Zhong, Jiashuo Sun et al.2025 · 0 citationsarXiv
PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval2510.09897v2 · Wonbin Kweon, Runchu Tian, SeongKu Kang et al.2025 · 0 citationsarXiv
GRACE: Generative Representation Learning via Contrastive Policy Optimization2510.04506v1 · Jiashuo Sun, Shixuan Liu, Zhaochen Su et al.2025 · 1 citationarXiv
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory2509.25140v2 · Siru Ouyang, Jun Yan, I-Hung Hsu et al.2025 · 1 citationarXiv
Topic Coverage-based Demonstration Retrieval for In-Context Learning2509.12451v1 · Wonbin Kweon, SeongKu Kang, Runchu Tian et al.2025 · 1 citationarXiv
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models2509.10697v1 · Pengcheng Jiang, Siru Ouyang, Yizhu Jiao et al.2025 · 18 citationsarXiv
SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models2508.01731v1 · Yuxiang Zhang, Wei Li, Mengmeng Zhang et al.2025 · 21 citationsarXiv
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims2506.10728v1 · Priyanka Kargupta, Runchu Tian, Jiawei Han2025 · 0 citationsarXiv
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora2506.10737v1 · Priyanka Kargupta, Nan Zhang, Yunyi Zhang et al.2025 · 3 citationsarXiv
Structure-Augmented Reasoning Generation2506.08364v4 · Jash Rajesh Parekh, Pengcheng Jiang, Jiawei Han2025 · 1 citationarXiv
Zero-Shot Open-Schema Entity Structure Discovery2506.04458v2 · Xueqiang Xu, Jinfeng Xiao, James Barry et al.2025 · 0 citationsarXiv
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking2505.21815v2 · Yunyi Zhang, Ruozhen Yang, Siqi Jiao et al.2025 · 10 citationsarXiv
Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering2505.19288v2 · Jimeng Shi, Sizhe Zhou, Bowen Jin et al.2025 · 0 citationsarXiv
Hybrid Latent Reasoning via Reinforcement Learning2505.18454v2 · Zhenrui Yue, Bowen Jin, Huimin Zeng et al.2025 · 1 citationarXiv
An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents2505.15117v1 · Bowen Jin, Jinsung Yoon, Priyanka Kargupta et al.2025 · 0 citationsarXiv
s3: You Don't Need That Much Data to Train a Search Agent via RL2505.14146v2 · Pengcheng Jiang, Xueqiang Xu, Jiacheng Lin et al.2025 · 1 citationarXiv
Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics2505.12709v2 · Zhichen Zeng, Ruizhong Qiu, Wenxuan Bao et al.2025 · 2 citationsarXiv
CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval2505.13757v2 · Runchu Tian, Xueqiang Xu, Bowen Jin et al.2025 · 0 citationsarXiv
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation2505.07233v2 · Jiashuo Sun, Xianrui Zhong, Sizhe Zhou et al.2025 · 2 citationsarXiv
Benchmarking Retrieval-Augmented Generation for Chemistry2505.07671v2 · Xianrui Zhong, Bowen Jin, Siru Ouyang et al.2025 · 2 citationsarXiv
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths2504.18070v2 · Jingjin Wang, Jiawei Han2025 · 5 citationsProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pages 6224-6239 November 4-9, 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning2503.09516v5 · Bowen Jin, Hansi Zeng, Zhenrui Yue et al.2025 · 13 citationsarXiv
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning2503.00223v3 · Pengcheng Jiang, Jiacheng Lin, Lang Cao et al.2025 · 1 citationarXiv
Multimodal Search in Chemical Documents and Reactions2502.16865v1 · Ayush Kumar Shah, Abhisek Dey, Leo Luo et al.2025 · 0 citationsarXiv
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis2502.14767v2 · Priyanka Kargupta, Ishika Agarwal, Tal August et al.2025 · 4 citationsarXiv
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs2502.11925v2 · Yi Fang, Bowen Jin, Jiacheng Shen et al.2025 · 4 citationsarXiv
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation2502.10996v3 · Pengcheng Jiang, Lang Cao, Ruike Zhu et al.2025 · 1 citationarXiv
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation2502.11181v1 · SeongKu Kang, Bowen Jin, Wonbin Kweon et al.2025 · 3 citationsarXiv
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?2412.08174v3 · Zihao Li, Lecheng Zheng, Bowen Jin et al.2024 · 1 citationarXiv
Taxonomy-guided Semantic Indexing for Academic Paper Search2410.19218v1 · SeongKu Kang, Yunyi Zhang, Pengcheng Jiang et al.2024 · 6 citationsarXiv
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play2410.18935v1 · Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen et al.2024 · 1 citationarXiv
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation2410.10141v1 · Siru Ouyang, Shuohang Wang, Minhao Jiang et al.2024 · 1 citationarXiv
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs2410.07157v1 · Bowen Jin, Ziqi Pang, Bingjun Guo et al.2024 · 2 citationsNeurIPs 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval2410.04585v2 · Pengcheng Jiang, Cao Xiao, Minhao Jiang et al.2024 · 4 citationsarXiv
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph2410.14684v2 · Siru Ouyang, Wenhao Yu, Kaixin Ma et al.2024 · 2 citationsarXiv
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts2410.01485v2 · Suyu Ge, Xihui Lin, Yunan Zhang et al.2024 · 0 citationsarXiv
TeKo: Text-Rich Graph Neural Networks With External Knowledge.37314910 · Yu, Zhizhi, Jin, Di, Wei, Jianguo et al.2024 · 4 citationsIEEE transactions on neural networks and learning systems. 2024;35(10):14699-14711
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events2408.04873v2 · Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao et al.2024 · 1 citationarXiv
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging2406.11709v4 · Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani-Tur et al.2024 · 8 citationsarXiv
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery2406.10833v3 · Yu Zhang, Xiusi Chen, Bowen Jin et al.2024 · 46 citationsarXiv
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge2405.16412v3 · Pengcheng Jiang, Lang Cao, Cao Xiao et al.2024 · 12 citationsarXiv
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs2404.07103v3 · Bowen Jin, Chulin Xie, Jiawei Zhang et al.2024 · 44 citationsACL 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale2403.10351v1 · Pengcheng Jiang, Cao Xiao, Zifeng Wang et al.2024 · 11 citationsarXiv
Career total: at least 1440 works. 278 are in this corpus.Showing the 50 most recent.
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