Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence
- Aladin Djuhera
- Farhan Ahmed
- et al.
- 2026
- ICML 2026
Workshop paper
Publications
15 results for Farhan Ahmed
Static Benchmarks Are Broken: The Case for Dynamic Evaluation of LLMs
- Farhan Ahmed
- Chad Deluca
- 2026
- ICML 2026
Workshop paperWhen Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- Aladin Djuhera
- Farhan Ahmed
- et al.
- 2026
- ICLR 2026
Conference paperTSR: Trajectory‑Search Rollouts for Multi‑Turn RL of LLM Agents
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2026
- ICLR 2026
Workshop paperLogitScope: A Framework for Analyzing LLM Uncertainty Through Information Metrics
- Farhan Ahmed
- Yuya Ong
- et al.
- 2026
- ICLR 2026
Workshop paperSafeCOMM: A Study on Safety Degradation in Fine-Tuned Telecom Large Language Models
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2026
- WCNC 2026
Conference paperFixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- NeurIPS 2025
Conference paperWhen Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
- Aladin Djuhera
- Farhan Ahmed
- et al.
- 2025
- NeurIPS 2025
Workshop paperSafeCOMM: Investigating Safety Degradation in Fine-Tuned Telecom Large Language Models
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- NeurIPS 2025
Workshop paperMermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation
- Basel Shbita
- Farhan Ahmed
- et al.
- 2025
- NeurIPS 2025
Workshop paper