Qi SHI
22 papers · 2020–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (49) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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The Questioner
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Research topics
Artificial Intelligence
(20)
Core AI
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Natural Language Processing
(14)
Deep Learning
(9)
Machine Learning
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Resources & Methods
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Applications
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Learning Types · Deep Learning
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Learning Types · Machine Learning
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Generation
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Knowledge & Reasoning
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Learning Paradigms
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Reasoning
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Representation
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Mathematics & Optimization
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Keywords
large language model
(6)
code generation
(5)
question answering
(3)
multi-agent system
(3)
commonsense reasoning
(3)
preference optimization
(2)
language model
(2)
commonsense question answering
(2)
chart understanding
(2)
fact verification
(2)
table understanding
(2)
multimodal large language model
(2)
modal logic
(2)
graph neural network
(2)
symbolic reasoning
(2)
information retrieval
(1)
game theory
(1)
prompt engineering
(1)
transfer learning
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benchmark evaluation
(1)
Papers
A Graph-Theoretical Perspective on Law Design for Multiagent Systems
AAAI 2026
AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage
ACL 2026
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026
TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection
AAAI 2026
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation
ACL 2025
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing
ACL 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation
EMNLP 2025
LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models
ACL 2025
On LLM-Based Scientific Inductive Reasoning Beyond Equations
EMNLP 2025
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
EMNLP 2025
Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring
NAACL 2025
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
ACL 2025
Uncommon Belief in Rationality
AAAI 2025
Agentive Permissions in Multiagent Systems
IJCAI 2024
Exploring Hybrid Question Answering via Program-based Prompting
ACL 2024
Responsibility in Extensive Form Games
AAAI 2024
Explanation Graph Generation via Generative Pre-training over Synthetic Graphs
ACL 2023
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering
NAACL 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training
EMNLP 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering
EMNLP 2022
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification
EMNLP 2021
Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification
COLING 2020