{"total":32,"rows":[{"id":"2507.13334","title":"A Survey of Context Engineering for Large Language Models","created":"2025-07-17","cited_by_count":126,"area":null},{"id":"2508.20033","title":"DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis","created":"2025-08-27","cited_by_count":34,"area":null},{"id":"2505.14963","title":"MedBrowseComp: Benchmarking Medical Deep Research and Computer Use","created":"2025-05-20","cited_by_count":30,"area":null},{"id":"2505.17399","title":"FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow","created":"2025-05-23","cited_by_count":28,"area":null},{"id":"2510.24697","title":"WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking","created":"2025-10-28","cited_by_count":18,"area":null},{"id":"2508.16763","title":"WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation","created":"2025-08-22","cited_by_count":16,"area":null},{"id":"2603.00680","title":"MemPO: Self-Memory Policy Optimization for Long-Horizon Agents","created":"2026-02-28","cited_by_count":12,"area":null},{"id":"2512.08868","title":"EcomBench: Towards Holistic Evaluation of Foundation Agents in E-commerce","created":"2025-12-09","cited_by_count":8,"area":null},{"id":"2602.08543","title":"GISA: A Benchmark for General Information-Seeking Assistant","created":"2026-02-09","cited_by_count":6,"area":null},{"id":"2602.07549","title":"When Is Enough Not Enough? Illusory Completion in Search Agents","created":"2026-02-07","cited_by_count":5,"area":null},{"id":"2511.18931","title":"Look It Up: Analysing Internal Web Search Capabilities of Modern LLMs","created":"2025-11-24","cited_by_count":3,"area":null},{"id":"2601.23232","title":"ShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search","created":"2026-01-30","cited_by_count":3,"area":null},{"id":"2603.20366","title":"WebNavigator: Global Web Navigation via Interaction Graph Retrieval","created":"2026-03-20","cited_by_count":3,"area":null},{"id":"2602.07839","title":"TodoEvolve: Learning to Architect Agent Planning Systems","created":"2026-02-08","cited_by_count":2,"area":null},{"id":"2510.26298","title":"Can Agent Conquer Web? Exploring the Frontiers of ChatGPT Atlas Agent in Web Games","created":"2025-10-30","cited_by_count":1,"area":null},{"id":"2605.21482","title":"DeepWeb-Bench: A Deep Research Benchmark Demanding Massive Cross-Source Evidence and Long-Horizon Derivation","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2607.23524","title":"Delegation Intelligence in Deep Search: A Controllable Framework for Disentangled Capability Diagnosis","created":"2026-07-26","cited_by_count":1,"area":null},{"id":"2607.25565","title":"ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition","created":"2026-07-28","cited_by_count":1,"area":null},{"id":"2609.32472","title":"AdaTutoRank: Learning to Rerank Document Sets via Adaptive Tutoring Optimization for RAG and Deep Research","created":"2026-09-26","cited_by_count":1,"area":null},{"id":"2506.17779","title":"Toward Autonomous UI Exploration: The UIExplorer Benchmark","created":"2025-06-21","cited_by_count":0,"area":null},{"id":"2601.03540","title":"DeepSynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing","created":"2026-01-07","cited_by_count":0,"area":null},{"id":"2603.13773","title":"LiveWeb-IE: A Benchmark For Online Web Information Extraction","created":"2026-03-14","cited_by_count":0,"area":null},{"id":"2604.06734","title":"TEC: A Collection of Human Trial-and-error Trajectories for Problem Solving","created":"2026-04-08","cited_by_count":0,"area":null},{"id":"2604.26148","title":"Beyond Screenshots: Evaluating VLMs' Understanding of UI Animations","created":"2026-04-28","cited_by_count":0,"area":null},{"id":"2605.09038","title":"SearchSkill: Teaching LLMs to Use Search Tools with Evolving Skill Banks","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2606.16659","title":"FraudSMSWalker: Benchmarking Agentic Large Language Models for SMS-to-Webpage Fraud Detection","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2606.17871","title":"StepGuard: Guarding Web Navigation via Single-Step Calibration","created":"2026-06-16","cited_by_count":0,"area":null},{"id":"2608.02163","title":"From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Task Evolution","created":"2026-08-03","cited_by_count":0,"area":null},{"id":"2609.04715","title":"PLUME: Parameter-Efficient Personalization of Large Language Models via Low-Rank User Modulation in Shared Subspaces","created":"2026-09-04","cited_by_count":0,"area":null},{"id":"2609.06671","title":"Tracking the Moving Frontier: Long-Short Term Advantage Estimator","created":"2026-09-06","cited_by_count":0,"area":null},{"id":"2610.00061","title":"Gradient-Aligned Pair Selection for Personalized Preference Optimization","created":"2026-09-04","cited_by_count":0,"area":null},{"id":"2610.03372","title":"SCAD: Structured Credit Assignment and Distillation for Long-Horizon Agents","created":"2026-10-02","cited_by_count":0,"area":null}],"next_cursor":null}