Weiwen Liu
24 papers · 2014–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π§ Keyword Pioneer π Academic Marathon (11) π Conference Polyglot (7) π Renaissance Researcher (9)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(26)
π§
Keyword Pioneer
π€
Dynamic Duo
(10)
π₯
Mega-Team
(27)
β‘
Prolific Year
(12)
ποΈ
Keyword Collector
(60)
π
Century Club
(17)
π₯
Unstoppable
(5)
Conferences
ACL (7)
EMNLP (6)
AAAI (3)
ICLR (3)
IJCAI (2)
NAACL (2)
OSDI (1)
Top co-authors
Research topics
Keywords
large language model
(10)
reinforcement learning
(4)
tool use
(4)
chain-of-thought reasoning
(2)
language model
(2)
monte carlo tree search
(2)
recommender system
(2)
data synthesis
(2)
tool learning
(2)
supervised fine-tuning
(2)
concept learning
(1)
web search
(1)
llm evaluation
(1)
multi-step planning
(1)
question answering
(1)
benchmark evaluation
(1)
model merging
(1)
autonomous agent
(1)
code generation
(1)
mathematical reasoning
(1)
Papers
A Survey of Large Language Model-Based Search Agents
ACL 2026
LoopTool: Closing the DataβTraining Loop for Robust LLM Tool Calls
ACL 2026
ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution
ACL 2026
CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks
ACL 2026
RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation
AAAI 2026
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning
AAAI 2026
ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web
ACL 2026
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
EMNLP 2025
ACEBench: A Comprehensive Evaluation of LLM Tool Usage
EMNLP 2025
SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
ICLR 2025
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
ICLR 2025
ToolACE: Winning the Points of LLM Function Calling
ICLR 2025
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
NAACL 2025
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMsβ Reasoning
EMNLP 2025
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
NAACL 2025
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
ACL 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
EMNLP 2025
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
EMNLP 2025
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
EMNLP 2025
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
ACL 2024
Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation
AAAI 2023
A Survey on User Behavior Modeling in Recommender Systems
IJCAI 2023
Neural Re-ranking in Multi-stage Recommender Systems: A Review
IJCAI 2022
f4: Facebook's Warm BLOB Storage System
OSDI 2014