Jiawei Han
- Papers
- 53
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Authored papers
53Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
arXiv 2026
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey
arXiv 2026
ABot-N0: Technical Report on the VLA Foundation Model for Versatile Embodied Navigation
arXiv 2026
Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration
arXiv 2026
Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation
arXiv 2026
Grounding Agent Memory in Contextual Intent
arXiv 2026
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
arXiv 2025
Adaptation of Agentic AI
arXiv 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
arXiv 2025
s3: You Don't Need That Much Data to Train a Search Agent via RL
arXiv 2025
Deep Learning and Foundation Models for Weather Prediction: A Survey
arXiv 2025
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
arXiv 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
arXiv 2025
Hybrid Latent Reasoning via Reinforcement Learning
arXiv 2025
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
arXiv 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
arXiv 2025
A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents
arXiv 2025
Cognitive Foundations for Reasoning and Their Manifestation in LLMs
arXiv 2025
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering
arXiv 2025
Preference Leakage: A Contamination Problem in LLM-as-a-judge
arXiv 2025
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning
arXiv 2025
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis
arXiv 2025
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims
arXiv 2025
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
arXiv 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
arXiv 2024
TrustLLM: Trustworthiness in Large Language Models
arXiv 2024
Law of the Weakest Link: Cross Capabilities of Large Language Models
arXiv 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
arXiv 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
arXiv 2024
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
arXiv 2024
Unsupervised Episode Detection for Large-Scale News Events
arXiv 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
chem-finese-validating-fine-grained-few-shot
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
arXiv 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
arXiv 2024
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
arXiv 2024
Large Language Models on Graphs: A Comprehensive Survey
arXiv 2023
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
arXiv 2023
Representation Deficiency in Masked Language Modeling
arXiv 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation
arXiv 2023
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
arXiv 2023
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
arXiv 2023
Structured Chemistry Reasoning with Large Language Models
arXiv 2023
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
arXiv 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions
arXiv 2023
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
arXiv 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision
arXiv 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter
arXiv 2022
Open-Vocabulary Argument Role Prediction for Event Extraction
arXiv 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation
arXiv 2022
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
ACL (RepL4NLP) 2021 8
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
NeurIPS 2021 12
Generation-Augmented Retrieval for Open-domain Question Answering
ACL 2021 5
On the Variance of the Adaptive Learning Rate and Beyond
ICLR 2020 1
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