Cheng Qian
36 papers · 2020–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (11) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Academic Marathon (5)
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Academic Marathon
(5)
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Cross-Pollinator
(9)
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Renaissance Researcher
(7)
π§¬
Topic Evolution
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Dynamic Duo
(12)
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Deep Specialist
(11)
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Grand Slam
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Keyword Champion
(2)
π₯
Unstoppable
(6)
β‘
Prolific Year
(16)
ποΈ
Keyword Collector
(141)
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Century Club
(30)
Conferences
ACL (15)
EMNLP (8)
AAAI (3)
IJCAI (2)
NAACL (2)
COLING (1)
CORL (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
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 datum
(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
From Word to World: Can Large Language Models be Implicit Text-based World Models?
ACL 2026
Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
ACL 2026
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
ACL 2026
Current Agents Fail to Leverage World Model as Tool for Foresight
ACL 2026
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
ACL 2026
ShortageSim: Simulating Drug Shortages Under Information Asymmetry
AAAI 2026
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
Aligning LLMs with Individual Preferences via Interaction
COLING 2025
Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context
EMNLP 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents
ACL 2025
MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents
ACL 2025
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
ACL 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
ACL 2025
Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
ACL 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
EMNLP 2025
SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals
EMNLP 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
EMNLP 2025
DecisionFlow: Advancing Large Language Model as Principled Decision Maker
EMNLP 2025
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
ICLR 2025
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
ICML 2025
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model
NAACL 2024
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
ACL 2024
PianoMime: Learning a Generalist, Dexterous Piano Player from Internet Demonstrations
CORL 2024
Recyclable Tuning for Continual Pre-training
ACL 2023
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models
EMNLP 2023
ATD: Augmenting CP Tensor Decomposition by Self Supervision
NIPS 2022
Exploring Mode Connectivity for Pre-trained Language Models
EMNLP 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
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion
IJCAI 2022
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors
AAAI 2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
IJCAI 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
AAAI 2021
High-dimensional Gaussian graphical models on network-linked data
JMLR 2020