Jiawei Han
- Papers
- 53
Cite
Notes
Only stored in your browser.
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
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
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
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
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
arXiv 2025
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering
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
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
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
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
Representation Deficiency in Masked Language Modeling
arXiv 2023
Large Language Models on Graphs: A Comprehensive Survey
arXiv 2023
Towards a Unified Multi-Dimensional Evaluator for Text Generation
arXiv 2022
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
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
NeurIPS 2021 12
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
ACL (RepL4NLP) 2021 8
Generation-Augmented Retrieval for Open-domain Question Answering
ACL 2021 5
On the Variance of the Adaptive Learning Rate and Beyond
ICLR 2020 1
Affiliations
Frequent co-authors
10from 53 papers