Cheng Qian
36 papers · 2020–2026 · 11 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.
Achievements
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πΊοΈ Taxonomy Completionist (66) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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(16)
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(14)
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(7)
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(177)
Venues
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Research topics
Artificial Intelligence
(27)
Core AI
(26)
Machine Learning
(17)
Deep Learning
(11)
Natural Language Processing
(8)
Learning Types Β· Deep Learning
(8)
Core Methods
(7)
Resources & Methods
(7)
Application Areas
(5)
Learning Types Β· Machine Learning
(5)
Optimization & Theory
(4)
Data Science & Analytics
(3)
Mathematics & Optimization
(3)
Methods
(3)
Models
(3)
Keywords
large language model
(15)
reinforcement learning
(3)
multi-agent system
(3)
tool use
(3)
benchmark evaluation
(3)
tensor factorization
(3)
problem solving
(2)
mode connectivity
(2)
spatio-temporal data
(2)
language model agent
(2)
language model
(2)
decoding strategy
(2)
agent system
(2)
virtual assistant
(2)
intent classification
(2)
chain-of-thought reasoning
(2)
text generation
(2)
tensor decomposition
(2)
tensor completion
(2)
world model
(2)
Papers
Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
ACL 2026
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
ACL 2026
Current Agents Fail to Leverage World Model as Tool for Foresight
ACL 2026
From Word to World: Can Large Language Models be Implicit Text-based World Models?
ACL 2026
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
ACL 2026
ShortageSim: Simulating Drug Shortages Under Information Asymmetry
AAAI 2026
Aligning LLMs with Individual Preferences via Interaction
COLING 2025
DecisionFlow: Advancing Large Language Model as Principled Decision Maker
EMNLP 2025
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
ACL 2025
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
ICML 2025
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
ACL 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
ACL 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
EMNLP 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
EMNLP 2025
MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents
ACL 2025
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
ICLR 2025
Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context
EMNLP 2025
SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
EMNLP 2025
SMART: Self-Aware Agent for Tool Overuse Mitigation
ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination
ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination
ACL 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
ACL 2025
PianoMime: Learning a Generalist, Dexterous Piano Player from Internet Demonstrations
CoRL 2024
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
ACL 2024
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model
NAACL 2024
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models
EMNLP 2023
Recyclable Tuning for Continual Pre-training
ACL 2023
ATD: Augmenting CP Tensor Decomposition by Self Supervision
NeurIPS 2022
Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms
NAACL 2022
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants
EMNLP 2022
Exploring Mode Connectivity for Pre-trained Language Models
EMNLP 2022
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion
IJCAI 2022
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
IJCAI 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
AAAI 2021
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors
AAAI 2021
High-dimensional Gaussian graphical models on network-linked data
JMLR 2020